BEGIN:VCALENDAR METHOD:PUBLISH PRODID:Microsoft Exchange Server 2010 VERSION:2.0 X-WR-CALNAME:MDS-Rely Members BEGIN:VTIMEZONE TZID:Eastern Standard Time BEGIN:STANDARD DTSTART:16010101T020000 TZOFFSETFROM:-0400 TZOFFSETTO:-0500 RRULE:FREQ=YEARLY;INTERVAL=1;BYDAY=1SU;BYMONTH=11 END:STANDARD BEGIN:DAYLIGHT DTSTART:16010101T020000 TZOFFSETFROM:-0500 TZOFFSETTO:-0400 RRULE:FREQ=YEARLY;INTERVAL=1;BYDAY=2SU;BYMONTH=3 END:DAYLIGHT END:VTIMEZONE BEGIN:VTIMEZONE TZID:Taipei Standard Time BEGIN:STANDARD DTSTART:16010101T000000 TZOFFSETFROM:+0800 TZOFFSETTO:+0800 END:STANDARD BEGIN:DAYLIGHT DTSTART:16010101T000000 TZOFFSETFROM:+0800 TZOFFSETTO:+0800 END:DAYLIGHT END:VTIMEZONE BEGIN:VEVENT DESCRIPTION:Stop by and talk about anything!\n RRULE:FREQ=WEEKLY;UNTIL=20250814T190000Z;INTERVAL=1;BYDAY=TH;WKST=SU UID:040000008200E00074C5B7101A82E00800000000D650A881F102DC01000000000000000 0100000001CB35FA010DB4C40BD96D8E76B02A185 SUMMARY:Office Hours DTSTART;TZID=Eastern Standard Time:20250814T150000 DTEND;TZID=Eastern Standard Time:20250814T160000 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:0 LOCATION:https://lnkd.in/e-tywZ9N X-MICROSOFT-CDO-APPT-SEQUENCE:0 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:1 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:Join Zoom Meeting\nhttps://cwru.zoom.us/j/93897870152?pwd=bDJ5O HNVSy9wcHc3YzBsaVdRQUFZQT09\n\nMeeting ID: 938 9787 0152\nPasscode: 181847 \n\n---\n\nOne tap mobile\n+13462487799\,\,93897870152# US (Houston)\n+166 99006833\,\,93897870152# US (San Jose)\n\n---\n\nDial by your location\n • +1 346 248 7799 US (Houston)\n• +1 669 900 6833 US (San Jose)\n• + 1 719 359 4580 US\n• +1 253 205 0468 US\n• +1 253 215 8782 US (Tacoma) \n• +1 669 444 9171 US\n• +1 309 205 3325 US\n• +1 312 626 6799 US ( Chicago)\n• +1 360 209 5623 US\n• +1 386 347 5053 US\n• +1 507 473 4 847 US\n• +1 564 217 2000 US\n• +1 646 558 8656 US (New York)\n• +1 646 931 3860 US\n• +1 689 278 1000 US\n• +1 301 715 8592 US (Washingto n DC)\n• +1 305 224 1968 US\n\nMeeting ID: 938 9787 0152\n RRULE:FREQ=WEEKLY;UNTIL=20251219T164500Z;INTERVAL=2;BYDAY=FR;WKST=SU EXDATE;TZID=Eastern Standard Time:20250912T114500 UID:040000008200E00074C5B7101A82E00800000000C9115E48EFB5DB01000000000000000 010000000D418D766165ED04595220E06FF733725 SUMMARY:Project - Non-Invasive Detection of Defects during Coatings Manufac turing\, Chris Wirth DTSTART;TZID=Eastern Standard Time:20250815T114500 DTEND;TZID=Eastern Standard Time:20250815T121500 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:5 LOCATION:https://cwru.zoom.us/j/93897870152?pwd=bDJ5OHNVSy9wcHc3YzBsaVdRQUF ZQT09 X-MICROSOFT-CDO-APPT-SEQUENCE:5 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:1 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:Join Zoom Meeting\nhttps://pitt.zoom.us/j/420584402\n\nMeeting ID: 420 584 402\nOne tap mobile\n+12678310333\,\,420584402# US (Philadelph ia)\n8778535247\,\,420584402# US Toll-free\n\nDial by your location\n +1 267 831 0333 US (Philadelphia)\n 877 853 5247 US Toll-free\nM eeting ID: 420 584 402\nFind your local number: https://pitt.zoom.us/u/abq IQuRcnl\n RRULE:FREQ=WEEKLY;UNTIL=20250820T150000Z;INTERVAL=2;BYDAY=WE;WKST=SU UID:040000008200E00074C5B7101A82E00800000000F75050B1DEDADB01000000000000000 01000000059C1A822D5D10343BAB7EB9FC09203B2 SUMMARY:Project - Machine Learning Methods for Optimizing and Innovating St ructural Color Paints and Coatings DTSTART;TZID=Eastern Standard Time:20250820T110000 DTEND;TZID=Eastern Standard Time:20250820T113000 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:1 LOCATION: X-MICROSOFT-CDO-APPT-SEQUENCE:1 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:1 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:Join Zoom Meeting\nhttps://pitt.zoom.us/j/98616574704\nMeeting ID: 986 1657 4704\n---\n\nOne tap mobile\n+12678310333\,\,98616574704# US (Philadelphia)\n8778535247\,\,98616574704# US Toll-free\n\n---\n\nDial by your location\n• +1 267 831 0333 US (Philadelphia)\n• 877 853 5247 US Toll-free\n\nMeeting ID: 986 1657 4704\n\nhttps://pitt.zoom.us/u/acdOxMX8bV\n\n---\n\nJoin by SIP\n • 98616574704@zoomcrc.com\n\n\n─── ───────\n RRULE:FREQ=WEEKLY;UNTIL=20250820T190000Z;INTERVAL=2;BYDAY=WE;WKST=SU UID:040000008200E00074C5B7101A82E00800000000B98E1A3007FCDB01000000000000000 01000000055594095F824DD469D758FA7E07103E4 SUMMARY:Project - Enhancing Degradation Analysis and Failure Prediction thr ough Modern Machine Learning Techniques DTSTART;TZID=Eastern Standard Time:20250820T150000 DTEND;TZID=Eastern Standard Time:20250820T153000 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:3 LOCATION: X-MICROSOFT-CDO-APPT-SEQUENCE:3 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:1 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:Zoom Meeting https://cwru.zoom.us/j/93162871509?pwd=GOHvbK7rpyu DeFvYRxgNNp6mdgMg48.1 Meeting ID: 931 6287 1509 Passcod e: 390114\n\n--- One tap mobile +13126266799\,\,93162871509# US (Chicago) +16465588656\,\,93162871509# US (New York) --- Dial by your location • +1 312 626 6799 US (Chicago) • +1 646 558 8656 US (New York) • +1 646 931 3860 US • +1 301 715 8592 US (Washington DC) • +1 305 224 1968 US • +1 309 205 3325 US • +1 669 444 9171< tel:+16694449171> US • +1 669 900 6833 US (San Jose) • +1 689 278 1000 US • +1 719 359 4580 US • +1 253 205 0468 US • +1 253 215 8782 US(Tacoma) • +1 346 248 7799 US (Houston) • +1 360 209 5623 US • +1 386 347 5053US • +1 507 473 4847 US • +1 564 217 2000 US Meeting ID: 931 6287 1509 Find your local number: https:// cwru.zoom.us/u/adcr1k4DzE --- Join by SIP • [email protected] --- Join by H.323 • 14 4.195.19.161 (US West) • 206.247.11.121 (US East) • 221.122.88.195 (Ma inland China) • 115.114.131.7 (India Mumbai) • 115.114.115.7 (India Hy derabad) • 159.124.15.191 (Amsterdam Netherlands) • 159.124.47.249 (Ge rmany) • 159.124.104.213 (Australia Sydney) • 159.124.74.212 (Australi a Melbourne) • 170.114.134.121 (Hong Kong SAR) • 170.114.180.219 (Sing apore) • 64.211.144.160 (Brazil) • 159.124.132.243 (Mexico) • 159.12 4.168.213 (Canada Toronto) • 159.124.196.25 (Canada Vancouver) • 170.1 14.194.163 (Japan Tokyo) • 147.124.100.25 (Japan Osaka) Meeting ID: 931 6287 1509 Passcode: 390114\n\n RRULE:FREQ=WEEKLY;UNTIL=20250918T170000Z;INTERVAL=2;BYDAY=TH;WKST=SU UID:040000008200E00074C5B7101A82E0080000000073B9572C0107DC01000000000000000 010000000773C85B0F4187740B5DC09D184C84262 SUMMARY:Project - Effects of Aerosol Jet Printing Parameters on the Lifetim e Performance of Additively Manufactured Flexible DTSTART;TZID=Eastern Standard Time:20250821T130000 DTEND;TZID=Eastern Standard Time:20250821T140000 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:4 LOCATION: X-MICROSOFT-CDO-APPT-SEQUENCE:4 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:1 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:https://cwru.zoom.us/j/96194850943?pwd=0x4Dw6B0gY8wPPi7ctt7XOds W0caaJ.1\n RRULE:FREQ=WEEKLY;UNTIL=20250919T133000Z;INTERVAL=2;BYDAY=FR;WKST=SU UID:040000008200E00074C5B7101A82E00800000000CB8C881006D1DB01000000000000000 01000000078C6ACFBD7336244BB9ED15A5156293C SUMMARY:Predictive Framework to Indicate the Age of Plastics for Proper Rec ycling DTSTART;TZID=Eastern Standard Time:20250822T093000 DTEND;TZID=Eastern Standard Time:20250822T103000 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:2 LOCATION: X-MICROSOFT-CDO-APPT-SEQUENCE:2 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:1 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:Join Zoom Meeting\nhttps://pitt.zoom.us/j/98616574704\nMeeting ID: 986 1657 4704\n---\n\nOne tap mobile\n+12678310333\,\,98616574704# US (Philadelphia)\n8778535247\,\,98616574704# US Toll-free\n\n---\n\nDial by your location\n• +1 267 831 0333 US (Philadelphia)\n• 877 853 5247 US Toll-free\n\nMeeting ID: 986 1657 4704\n\nhttps://pitt.zoom.us/u/acdOxMX8bV\n\n---\n\nJoin by SIP\n • 98616574704@zoomcrc.com\n\n\n─── ───────\n UID:040000008200E00074C5B7101A82E00800000000B98E1A3007FCDB01000000000000000 01000000055594095F824DD469D758FA7E07103E4 RECURRENCE-ID;TZID=Eastern Standard Time:20250820T150000 SUMMARY:Project - Enhancing Degradation Analysis and Failure Prediction thr ough Modern Machine Learning Techniques DTSTART;TZID=Eastern Standard Time:20250822T150000 DTEND;TZID=Eastern Standard Time:20250822T153000 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:2 LOCATION: X-MICROSOFT-CDO-APPT-SEQUENCE:2 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:3 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:See https://mds-rely.org/2025-fall-meeting/ for details\n UID:040000008200E00074C5B7101A82E008000000006BAAF5C7210DDC01000000000000000 010000000C0A8BE2C12F2B243B746347A8D79B6D5 SUMMARY:MDS-Rely Fall Meeting DTSTART;TZID=Eastern Standard Time:20250826T080000 DTEND;TZID=Eastern Standard Time:20250826T190000 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:0 LOCATION:Tinkham Veale University Center (11038 Bellflower Rd\, Cleveland\, OH\, United States) X-MICROSOFT-CDO-APPT-SEQUENCE:0 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:0 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:Join Zoom Meeting\nhttps://pitt.zoom.us/j/98616574704\nMeeting ID: 986 1657 4704\n---\n\nOne tap mobile\n+12678310333\,\,98616574704# US (Philadelphia)\n8778535247\,\,98616574704# US Toll-free\n\n---\n\nDial by your location\n• +1 267 831 0333 US (Philadelphia)\n• 877 853 5247 US Toll-free\n\nMeeting ID: 986 1657 4704\n\nhttps://pitt.zoom.us/u/acdOxMX8bV\n\n---\n\nJoin by SIP\n • 98616574704@zoomcrc.com\n\n\n─── ───────\n RRULE:FREQ=WEEKLY;UNTIL=20251001T113000Z;INTERVAL=2;BYDAY=WE;WKST=SU UID:040000008200E00074C5B7101A82E008000000008E4A3BE6401CDC01000000000000000 010000000AF43ACB7D3DE3F4385746B42624EE758 SUMMARY:Project - Enhancing Battery Degradation Analysis and Thermal Runawa y Prediction DTSTART;TZID=Eastern Standard Time:20250903T073000 DTEND;TZID=Eastern Standard Time:20250903T081500 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:4 LOCATION: X-MICROSOFT-CDO-APPT-SEQUENCE:4 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:1 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:\nhttps://cwru.zoom.us/j/94930233590?pwd=kGBJocFBFxu98aG7GipbgA VPoJgiCn.1\n\nMeeting ID: 949 3023 3590\nPasscode: 179904\n\n RRULE:FREQ=WEEKLY;UNTIL=20251210T193000Z;INTERVAL=2;BYDAY=WE;WKST=SU UID:040000008200E00074C5B7101A82E0080000000061E00E17E312DC01000000000000000 0100000002B7CC32AE1920940B298D75FD603247D SUMMARY:Project - Quantitative Characterization of Chemical Interaction of Solutes with Defects for Predicting Intergranular Corrosion DTSTART;TZID=Eastern Standard Time:20250903T143000 DTEND;TZID=Eastern Standard Time:20250903T150000 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:0 LOCATION: X-MICROSOFT-CDO-APPT-SEQUENCE:0 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:1 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:Zoom Meeting https://cwru.zoom.us/j/93162871509?pwd=GOHvbK7rpyu DeFvYRxgNNp6mdgMg48.1 Meeting ID: 931 6287 1509 Passcod e: 390114\n\n--- One tap mobile +13126266799\,\,93162871509# US (Chicago) +16465588656\,\,93162871509# US (New York) --- Dial by your location • +1 312 626 6799 US (Chicago) • +1 646 558 8656 US (New York) • +1 646 931 3860 US • +1 301 715 8592 US (Washington DC) • +1 305 224 1968 US • +1 309 205 3325 US • +1 669 444 9171< tel:+16694449171> US • +1 669 900 6833 US (San Jose) • +1 689 278 1000 US • +1 719 359 4580 US • +1 253 205 0468 US • +1 253 215 8782 US(Tacoma) • +1 346 248 7799 US (Houston) • +1 360 209 5623 US • +1 386 347 5053US • +1 507 473 4847 US • +1 564 217 2000 US Meeting ID: 931 6287 1509 Find your local number: https:// cwru.zoom.us/u/adcr1k4DzE --- Join by SIP • [email protected] --- Join by H.323 • 14 4.195.19.161 (US West) • 206.247.11.121 (US East) • 221.122.88.195 (Ma inland China) • 115.114.131.7 (India Mumbai) • 115.114.115.7 (India Hy derabad) • 159.124.15.191 (Amsterdam Netherlands) • 159.124.47.249 (Ge rmany) • 159.124.104.213 (Australia Sydney) • 159.124.74.212 (Australi a Melbourne) • 170.114.134.121 (Hong Kong SAR) • 170.114.180.219 (Sing apore) • 64.211.144.160 (Brazil) • 159.124.132.243 (Mexico) • 159.12 4.168.213 (Canada Toronto) • 159.124.196.25 (Canada Vancouver) • 170.1 14.194.163 (Japan Tokyo) • 147.124.100.25 (Japan Osaka) Meeting ID: 931 6287 1509 Passcode: 390114\n\n UID:040000008200E00074C5B7101A82E0080000000073B9572C0107DC01000000000000000 010000000773C85B0F4187740B5DC09D184C84262 RECURRENCE-ID;TZID=Eastern Standard Time:20250904T130000 SUMMARY:Project - Effects of Aerosol Jet Printing Parameters on the Lifetim e Performance of Additively Manufactured Flexible DTSTART;TZID=Eastern Standard Time:20250903T150000 DTEND;TZID=Eastern Standard Time:20250903T160000 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:1 LOCATION: X-MICROSOFT-CDO-APPT-SEQUENCE:1 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:3 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:[Paints - Free Stock Photo by StockSnap on Stockvault.net]\n\nJ oin Zoom Meeting\n\n Meeting ID: 420 584 402\n\nSummary: This project leverages machine learning algorithms to des ign and optimize structural color in paints and coatings. Structural color \, produced by microscopic surface structures\, offers advantages over tra ditional pigments in terms of durability and environmental friendliness. T he research team is exploring different ML approaches\, including random s earch and gradient-based optimization\, to maximize the color gamut achiev able with structural color materials. The goal is to develop novel\, high- performance paints and coatings with vibrant and long-lasting colors.\n\n- --\n\nOne tap mobile\n\n+12678310333\,\,420584402# US (Philadelphia)\n\n87 78535247\,\,420584402# US Toll-free\n\n\n\nDial by your location\n\n +1 267 831 0333 US (Philadelphia)\n\n 877 853 5247 US Toll-free\n \nMeeting ID: 420 584 402\n\nFind your local number: https://pitt.zoom.us/ u/abqIQuRcnl\n RRULE:FREQ=WEEKLY;UNTIL=20260219T220000Z;INTERVAL=1;BYDAY=TH;WKST=SU EXDATE;TZID=Eastern Standard Time:20251127T170000,20251225T170000,20260101T 170000 UID:040000008200E00074C5B7101A82E00800000000C5C1B91C061CDC01000000000000000 010000000966D42CF3B64C44286EFAFEF0DC31424 SUMMARY:Project - Machine Learning Methods for Optimizing and Innovating St ructural Color Paints and Coatings DTSTART;TZID=Eastern Standard Time:20250904T170000 DTEND;TZID=Eastern Standard Time:20250904T173000 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:9 LOCATION:Zoom Meeting X-MICROSOFT-CDO-APPT-SEQUENCE:9 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:1 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:Zoom Meeting https://cwru.zoom.us/j/93162871509?pwd=GOHvbK7rpyu DeFvYRxgNNp6mdgMg48.1 Meeting ID: 931 6287 1509 Passcod e: 390114\n\n--- One tap mobile +13126266799\,\,93162871509# US (Chicago) +16465588656\,\,93162871509# US (New York) --- Dial by your location • +1 312 626 6799 US (Chicago) • +1 646 558 8656 US (New York) • +1 646 931 3860 US • +1 301 715 8592 US (Washington DC) • +1 305 224 1968 US • +1 309 205 3325 US • +1 669 444 9171< tel:+16694449171> US • +1 669 900 6833 US (San Jose) • +1 689 278 1000 US • +1 719 359 4580 US • +1 253 205 0468 US • +1 253 215 8782 US(Tacoma) • +1 346 248 7799 US (Houston) • +1 360 209 5623 US • +1 386 347 5053US • +1 507 473 4847 US • +1 564 217 2000 US Meeting ID: 931 6287 1509 Find your local number: https:// cwru.zoom.us/u/adcr1k4DzE --- Join by SIP • [email protected] --- Join by H.323 • 14 4.195.19.161 (US West) • 206.247.11.121 (US East) • 221.122.88.195 (Ma inland China) • 115.114.131.7 (India Mumbai) • 115.114.115.7 (India Hy derabad) • 159.124.15.191 (Amsterdam Netherlands) • 159.124.47.249 (Ge rmany) • 159.124.104.213 (Australia Sydney) • 159.124.74.212 (Australi a Melbourne) • 170.114.134.121 (Hong Kong SAR) • 170.114.180.219 (Sing apore) • 64.211.144.160 (Brazil) • 159.124.132.243 (Mexico) • 159.12 4.168.213 (Canada Toronto) • 159.124.196.25 (Canada Vancouver) • 170.1 14.194.163 (Japan Tokyo) • 147.124.100.25 (Japan Osaka) Meeting ID: 931 6287 1509 Passcode: 390114\n\n UID:040000008200E00074C5B7101A82E0080000000073B9572C0107DC01000000000000000 010000000773C85B0F4187740B5DC09D184C84262 RECURRENCE-ID;TZID=Eastern Standard Time:20250918T130000 SUMMARY:Project - Effects of Aerosol Jet Printing Parameters on the Lifetim e Performance of Additively Manufactured Flexible DTSTART;TZID=Eastern Standard Time:20250917T150000 DTEND;TZID=Eastern Standard Time:20250917T160000 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:5 LOCATION: X-MICROSOFT-CDO-APPT-SEQUENCE:5 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:3 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:Join Zoom Meeting\nhttps://pitt.zoom.us/j/98616574704\nMeeting ID: 986 1657 4704\n---\n\nOne tap mobile\n+12678310333\,\,98616574704# US (Philadelphia)\n8778535247\,\,98616574704# US Toll-free\n\n---\n\nDial by your location\n• +1 267 831 0333 US (Philadelphia)\n• 877 853 5247 US Toll-free\n\nMeeting ID: 986 1657 4704\n\nhttps://pitt.zoom.us/u/acdOxMX8bV\n\n---\n\nJoin by SIP\n • 98616574704@zoomcrc.com\n\n\n─── ───────\n UID:040000008200E00074C5B7101A82E008000000008E4A3BE6401CDC01000000000000000 010000000AF43ACB7D3DE3F4385746B42624EE758 RECURRENCE-ID;TZID=Eastern Standard Time:20250917T073000 SUMMARY:Project - Enhancing Battery Degradation Analysis and Thermal Runawa y Prediction DTSTART;TZID=Eastern Standard Time:20250918T073000 DTEND;TZID=Eastern Standard Time:20250918T081500 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:2 LOCATION: X-MICROSOFT-CDO-APPT-SEQUENCE:2 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:3 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:Join Zoom Meeting\nhttps://pitt.zoom.us/j/98616574704\nMeeting ID: 986 1657 4704\n---\n\nOne tap mobile\n+12678310333\,\,98616574704# US (Philadelphia)\n8778535247\,\,98616574704# US Toll-free\n\n---\n\nDial by your location\n• +1 267 831 0333 US (Philadelphia)\n• 877 853 5247 US Toll-free\n\nMeeting ID: 986 1657 4704\n\nhttps://pitt.zoom.us/u/acdOxMX8bV\n\n---\n\nJoin by SIP\n • 98616574704@zoomcrc.com\n\n\n─── ───────\n UID:040000008200E00074C5B7101A82E008000000008E4A3BE6401CDC01000000000000000 010000000AF43ACB7D3DE3F4385746B42624EE758 RECURRENCE-ID;TZID=Eastern Standard Time:20251001T073000 SUMMARY:Project - Enhancing Battery Degradation Analysis and Thermal Runawa y Prediction DTSTART;TZID=Eastern Standard Time:20251002T073000 DTEND;TZID=Eastern Standard Time:20251002T081500 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:3 LOCATION: X-MICROSOFT-CDO-APPT-SEQUENCE:3 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:3 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:[batteries - GPT Waste]\n\nJoin Zoom Meeting\nMeeting ID: 986 1657 4704\n\nSummary: This project addr esses the critical challenge of thermal runaway (TR) in Li-ion batteries\, a dangerous event that can lead to fires and explosions. The research foc uses on developing data-driven methods for real-time detection of TR precu rsors\, providing early warnings to prevent catastrophic failures. The tea m is employing advanced statistical techniques\, including change-point de tection\, principal component analysis (PCA)\, and ARIMAX modeling\, to an alyze temperature and voltage data from batteries under stress. The goal i s to create reliable TR detection systems for enhanced battery safety.\n\n ---\n\nOne tap mobile\n+12678310333\,\,98616574704# US (Philadelphia)\n8778535247\,\,98616574704# US Toll-free\n\n--- \n\nDial by your location\n• +1 267 831 0333 US (Phila delphia)\n• 877 853 5247 US Toll-free\n\nMeeting ID: 986 1657 4704\n\nht tps://pitt.zoom.us/u/acdOxMX8bV\n\n---\n\nJoin by SIP\n• 98616574704@zoo mcrc.com\n\n\n───────── ─\n RRULE:FREQ=WEEKLY;UNTIL=20260305T123000Z;INTERVAL=2;BYDAY=TH;WKST=SU EXDATE;TZID=Eastern Standard Time:20251225T073000 UID:040000008200E00074C5B7101A82E0080000000067317525C93DDC01000000000000000 010000000D3EFC36529C0F642B2EFDA3815EA369E SUMMARY:Project - Enhancing Battery Degradation Analysis and Thermal Runawa y Prediction DTSTART;TZID=Eastern Standard Time:20251016T073000 DTEND;TZID=Eastern Standard Time:20251016T081500 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:8 LOCATION:Zoom Meeting X-MICROSOFT-CDO-APPT-SEQUENCE:8 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:1 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:[3D printer preparing object. · Free Stock Photo]\nJoin the Me eting\nMeeting ID: 931 6287 1509\nPasscode: 390114\n\nSummary: This project aims to optimize the aerosol jet printing (AJP) process for manuf acturing reliable and high-performance flexible circuits. The research inv olves studying the impact of various AJP process parameters (ink type\, fo cus ratio\, print speed) on the mechanical and functional properties of th e printed circuits. The team is using a combination of experimental techni ques (optical microscopy\, laser profilometry\, electrical measurements) a nd data-driven approaches like Bayesian optimization to identify the optim al printing parameters for enhanced circuit performance and lifetime. Addi tional investigations include drift and repeatability of the deposition fo r a given optimized parameter set\, and effects of aging on the conductive inks used for AJP.\n\n--- One tap mobile +13126266799\,\,93162871509# US (Chicago) +16465588656\,\,93162871509# US (New York) --- Dial by your loca tion • +1 312 626 6799 US (Chicago) • +1 646 558 8656 US (New York) • +1 646 931 3860 US • +1 301 715 8592 US (Washington DC) • +1 305 2 24 1968 US • +1 309 205 3325 US • +1 669 444 9171 US • +1 669 900 68 33 US (San Jose) • +1 689 278 1000 US • +1 719 359 4580 US • +1 253 205 0468 US • +1 253 215 8782 US(Tacoma) • +1 346 248 7799 US (Houston ) • +1 360 209 5623 US • +1 386 347 5053US • +1 507 473 4847 US • +1 564 217 2000 US Meeting ID: 931 6287 1509 Find your local number: https ://cwru.zoom.us/u/adcr1k4DzE --- Join by SIP • [email protected] --- Join by H.323 • 144.195.19.161 (US West) • 206.247.11.121 (US East) • 221.122.88.195 (Mainland China) • 115.114.131.7 (India Mumbai) • 115.114.115.7 (India Hyderabad) • 159.124.15.191 (Amsterdam Netherlands) • 159.124.47.249 (Germany) • 159.124.104.213 (Australia Sydney) • 159.124.74.212 (Austr alia Melbourne) • 170.114.134.121 (Hong Kong SAR) • 170.114.180.219 (S ingapore) • 64.211.144.160 (Brazil) • 159.124.132.243 (Mexico) • 159 .124.168.213 (Canada Toronto) • 159.124.196.25 (Canada Vancouver) • 17 0.114.194.163 (Japan Tokyo) • 147.124.100.25 (Japan Osaka) Meeting ID: 9 31 6287 1509 Passcode: 390114\n\n\n RRULE:FREQ=WEEKLY;UNTIL=20260107T200000Z;INTERVAL=2;BYDAY=WE;WKST=SU EXDATE;TZID=Eastern Standard Time:20251224T150000 UID:040000008200E00074C5B7101A82E008000000003274726A6149DC01000000000000000 0100000007540A712903604429E2F617D940BEECE SUMMARY:Project - Effects of Aerosol Jet Printing Parameters on the Lifetim e Performance of Additively Manufactured Flexible DTSTART;TZID=Eastern Standard Time:20251029T150000 DTEND;TZID=Eastern Standard Time:20251029T160000 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:6 LOCATION:Zoom Meeting X-MICROSOFT-CDO-APPT-SEQUENCE:6 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:1 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:[batteries - GPT Waste]\n\nJoin Zoom Meeting\nMeeting ID: 986 1657 4704\n\nSummary: This project addr esses the critical challenge of thermal runaway (TR) in Li-ion batteries\, a dangerous event that can lead to fires and explosions. The research foc uses on developing data-driven methods for real-time detection of TR precu rsors\, providing early warnings to prevent catastrophic failures. The tea m is employing advanced statistical techniques\, including change-point de tection\, principal component analysis (PCA)\, and ARIMAX modeling\, to an alyze temperature and voltage data from batteries under stress. The goal i s to create reliable TR detection systems for enhanced battery safety.\n\n ---\n\nOne tap mobile\n+12678310333\,\,98616574704# US (Philadelphia)\n8778535247\,\,98616574704# US Toll-free\n\n--- \n\nDial by your location\n• +1 267 831 0333 US (Phila delphia)\n• 877 853 5247 US Toll-free\n\nMeeting ID: 986 1657 4704\n\nht tps://pitt.zoom.us/u/acdOxMX8bV\n\n---\n\nJoin by SIP\n• 98616574704@zoo mcrc.com\n\n\n───────── ─\n UID:040000008200E00074C5B7101A82E0080000000067317525C93DDC01000000000000000 010000000D3EFC36529C0F642B2EFDA3815EA369E RECURRENCE-ID;TZID=Eastern Standard Time:20251127T073000 SUMMARY:Project - Enhancing Battery Degradation Analysis and Thermal Runawa y Prediction DTSTART;TZID=Eastern Standard Time:20251126T073000 DTEND;TZID=Eastern Standard Time:20251126T081500 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:1 LOCATION:Zoom Meeting X-MICROSOFT-CDO-APPT-SEQUENCE:1 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:3 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:(Members only)\n\nAbstract\nLarge Language Models (LLMs)\, e.g. Claude\, ChatGPT and Gemini\, are quickly changing how coding is done tod ay. Prof. Kitchin will introduce four levels of utilization with examples of how you can (and should) consider using these tools in your coding work . This covers the use of browser / desktop apps\, coding helpers like GitH UB Copilot\, the newer coding CLI tools like Claude Code and OpenCode\, an d API usage of LLMs. Prof. Kitchin will show examples of how he uses these tools\, and results from improving LitDB with them.\n\n\nJoin Microsoft T eams Meeting\nteams.microsoft.com/l/meetup-joi...< https://teams.microsoft.com/l/meetup-join/19%3ameeting_N2ZjOGY4YWItMTE0Yi0 0ZDJlLTkwNGUtYjlkMGRhOWNkMTUy%40thread.v2/0?context=%7b%22Tid%22%3a%22dc1c 97ee-7a12-4624-9a01-9ad4f05d1311%22%2c%22Oid%22%3a%22731ba648-b65e-4250-9a e0-54a6bc6e87ce%22%7d&launchAgent=GSuiteAddOn&correlationId=bf7cad6a-02b2- 492a-9afe-32f43d4aaea4>\nID: 27017177255848\npasscode: kG7bc2JT\nJoining n otes\nFor organizers\nMeeting Options\n\n UID:040000008200E00074C5B7101A82E00800000000DB629DB8C959DC01000000000000000 01000000041C82B41CE1B874DB10B024CAFC548AA SUMMARY:MDS-Rely Technical Workshop: LLM-Enhanced Coding (members only) DTSTART;TZID=Taipei Standard Time:20251216T020000 DTEND;TZID=Taipei Standard Time:20251216T030000 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:0 LOCATION:Microsoft Teams Meeting X-MICROSOFT-CDO-APPT-SEQUENCE:0 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:0 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:[cid:29ADF680-3E68-488A-BA57-0FB252A25404]\n\nJoin Microsoft Te ams Meeting\nteams.microsoft.com/l/meetup-joi...\nID: 2912190560098\npasscode: Vx3s5PN2\n\nJoining n otes\nFor organizers\nMeeting Options\n\n\nAgenda\n\n12:00pm - 12:30 pm: Data-Driven Material Development in the Tire & Rubber Industry\, Rocc o Panella\, Lead Data Tools Developer\, Bridgestone Americas\n\n12:30pm - 1:00pm: MDS-Rely Update and Open Q & A with Center Leadership\n\nAbstract: There are over 300 million new tires producedeach per year in the United States. Tires are a complex blend of materials\,engineering\, and design. The typical tire is made up of approximately 80-85%rubber compound by weig ht. These compounds require constant improvement to meetthe changing deman ds of customers (e.g.\, longer lifetimes\, better grip insnow/ice) and to keep up with broader changes in society (e.g.\, environmentalsustainabilit y\, transition to battery electric vehicles). For the past century\,the ti re industry has accumulated vast amounts of data and expertise on rubberco mpounds\, their compositions/properties\, and how these relate to tireperf ormance.\n\nIn the last decade\, the chemical industry\, including tireand rubber\, have started employing data driven approaches such as machinelea rning (ML) and artificial intelligence (AI) for material development. Atyp ical problem involves developing ML/AI models to predict compound properti esusing information about the raw materials in the compound formula\, proc essparameters\, and other relevant factors. The benefits of using ML/AI to olsinclude accelerating the pace of product development by reducing the vo lume ofexperimental testing needed and using the tools in an inverse fashi on tosuggest compound formulas likely to achieve certain targets. However\ , therelationships between the rubber compound formulae and performance ar e complex.Nonlinearities\, missing/incomplete data\, noisy data\, sparsene ss of the data\,and high-dimensional feature spaces pose technical challen ges requiringexpertise at the intersection of material science and data sc ience.\n\nThis presentation will discuss some of the uniqueopportunities a nd challenges faced by scientists and engineers in the tire andrubber indu stry responsible for data driven material development.\n\nPresenter Bio: R occo Panella is a Lead Data Tools Developer in the WestMaterials Digitizat ion Team at the Bridgestone Americas Technology Center inAkron\, Ohio. He leads development on virtual materials discovery as well asother data scie nce efforts in materials for Bridgestone. His prior experienceincludes dep loying manufacturing-focused machine learning systems at Intel Corpand Nes tle. Rocco also developed data visualization and analytics software forNAV AIR as a principal engineer at BGI\, and was the principal investigator on several Small Business Innovative Research (SBIR) grants through the Depar tmentof Defense. He received his PhD in Chemical Engineering from Carnegie MellonUniversity in 2013.\n\n UID:040000008200E00074C5B7101A82E00800000000E0A40DE2D979DC01000000000000000 01000000058E93FA7CF5A32478305227D95EBB84C SUMMARY:MDS-Rely Technical Seminar: Data-Driven Material Development in the Tire & Rubber Industry\, Rocco Panella\, Bridgestone Americas DTSTART;TZID=Eastern Standard Time:20260109T120000 DTEND;TZID=Eastern Standard Time:20260109T130000 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:0 LOCATION:Microsoft Teams Meeting X-MICROSOFT-CDO-APPT-SEQUENCE:0 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:0 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:[3D printer preparing object. · Free Stock Photo]\nJoin the Me eting\nMeeting ID: 931 6287 1509\nPasscode: 390114\n\nSummary: This project aims to optimize the aerosol jet printing (AJP) process for manuf acturing reliable and high-performance flexible circuits. The research inv olves studying the impact of various AJP process parameters (ink type\, fo cus ratio\, print speed) on the mechanical and functional properties of th e printed circuits. The team is using a combination of experimental techni ques (optical microscopy\, laser profilometry\, electrical measurements) a nd data-driven approaches like Bayesian optimization to identify the optim al printing parameters for enhanced circuit performance and lifetime. Addi tional investigations include drift and repeatability of the deposition fo r a given optimized parameter set\, and effects of aging on the conductive inks used for AJP.\n\n--- One tap mobile +13126266799\,\,93162871509# US (Chicago) +16465588656\,\,93162871509# US (New York) --- Dial by your loca tion • +1 312 626 6799 US (Chicago) • +1 646 558 8656 US (New York) • +1 646 931 3860 US • +1 301 715 8592 US (Washington DC) • +1 305 2 24 1968 US • +1 309 205 3325 US • +1 669 444 9171 US • +1 669 900 68 33 US (San Jose) • +1 689 278 1000 US • +1 719 359 4580 US • +1 253 205 0468 US • +1 253 215 8782 US(Tacoma) • +1 346 248 7799 US (Houston ) • +1 360 209 5623 US • +1 386 347 5053US • +1 507 473 4847 US • +1 564 217 2000 US Meeting ID: 931 6287 1509 Find your local number: https ://cwru.zoom.us/u/adcr1k4DzE --- Join by SIP • [email protected] --- Join by H.323 • 144.195.19.161 (US West) • 206.247.11.121 (US East) • 221.122.88.195 (Mainland China) • 115.114.131.7 (India Mumbai) • 115.114.115.7 (India Hyderabad) • 159.124.15.191 (Amsterdam Netherlands) • 159.124.47.249 (Germany) • 159.124.104.213 (Australia Sydney) • 159.124.74.212 (Austr alia Melbourne) • 170.114.134.121 (Hong Kong SAR) • 170.114.180.219 (S ingapore) • 64.211.144.160 (Brazil) • 159.124.132.243 (Mexico) • 159 .124.168.213 (Canada Toronto) • 159.124.196.25 (Canada Vancouver) • 17 0.114.194.163 (Japan Tokyo) • 147.124.100.25 (Japan Osaka) Meeting ID: 9 31 6287 1509 Passcode: 390114\n\n\n UID:040000008200E00074C5B7101A82E00800000000D40036D71D86DC01000000000000000 01000000085CE811D009C5746B971B4B6561F345B RECURRENCE-ID;TZID=Eastern Standard Time:20260121T150000 SUMMARY:Project - Effects of Aerosol Jet Printing Parameters on the Lifetim e Performance of Additively Manufactured Flexible DTSTART;TZID=Eastern Standard Time:20260121T080000 DTEND;TZID=Eastern Standard Time:20260121T090000 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:7 LOCATION:Zoom Meeting X-MICROSOFT-CDO-APPT-SEQUENCE:7 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:3 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:This project investigates the role of defects in the intergranu lar corrosion of metal alloys\, specifically focusing on Mo-Si-B alloys. T he research utilizes laser additive manufacturing (AM) to introduce contro lled surface defects and study their interaction with solutes in the mater ial. The team is developing datasets on defect-solute interactions and usi ng them to build predictive models for intergranular corrosion. This resea rch will contribute to a better understanding of corrosion mechanisms and enable the design of more durable and corrosion-resistant alloys.\n\nhttps ://cwru.zoom.us/j/94930233590?pwd=kGBJocFBFxu98aG7GipbgAVPoJgiCn.1\n\nMeet ing ID: 949 3023 3590\n\nPasscode: 179904\n RRULE:FREQ=WEEKLY;UNTIL=20260513T183000Z;INTERVAL=2;BYDAY=WE;WKST=SU UID:040000008200E00074C5B7101A82E00800000000D6A401B4CE80DC01000000000000000 010000000CD0D99EEF77EF547BDFEE9A4EF2F1FD1 SUMMARY:Project - Quantitative Characterization of Chemical Interaction of Solutes with Defects for Predicting Intergranular Corrosion DTSTART;TZID=Eastern Standard Time:20260121T143000 DTEND;TZID=Eastern Standard Time:20260121T150000 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:1 LOCATION: X-MICROSOFT-CDO-APPT-SEQUENCE:1 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:1 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:[3D printer preparing object. · Free Stock Photo]\nJoin the Me eting\nMeeting ID: 931 6287 1509\nPasscode: 390114\n\nSummary: This project aims to optimize the aerosol jet printing (AJP) process for manuf acturing reliable and high-performance flexible circuits. The research inv olves studying the impact of various AJP process parameters (ink type\, fo cus ratio\, print speed) on the mechanical and functional properties of th e printed circuits. The team is using a combination of experimental techni ques (optical microscopy\, laser profilometry\, electrical measurements) a nd data-driven approaches like Bayesian optimization to identify the optim al printing parameters for enhanced circuit performance and lifetime. Addi tional investigations include drift and repeatability of the deposition fo r a given optimized parameter set\, and effects of aging on the conductive inks used for AJP.\n\n--- One tap mobile +13126266799\,\,93162871509# US (Chicago) +16465588656\,\,93162871509# US (New York) --- Dial by your loca tion • +1 312 626 6799 US (Chicago) • +1 646 558 8656 US (New York) • +1 646 931 3860 US • +1 301 715 8592 US (Washington DC) • +1 305 2 24 1968 US • +1 309 205 3325 US • +1 669 444 9171 US • +1 669 900 68 33 US (San Jose) • +1 689 278 1000 US • +1 719 359 4580 US • +1 253 205 0468 US • +1 253 215 8782 US(Tacoma) • +1 346 248 7799 US (Houston ) • +1 360 209 5623 US • +1 386 347 5053US • +1 507 473 4847 US • +1 564 217 2000 US Meeting ID: 931 6287 1509 Find your local number: https ://cwru.zoom.us/u/adcr1k4DzE --- Join by SIP • [email protected] --- Join by H.323 • 144.195.19.161 (US West) • 206.247.11.121 (US East) • 221.122.88.195 (Mainland China) • 115.114.131.7 (India Mumbai) • 115.114.115.7 (India Hyderabad) • 159.124.15.191 (Amsterdam Netherlands) • 159.124.47.249 (Germany) • 159.124.104.213 (Australia Sydney) • 159.124.74.212 (Austr alia Melbourne) • 170.114.134.121 (Hong Kong SAR) • 170.114.180.219 (S ingapore) • 64.211.144.160 (Brazil) • 159.124.132.243 (Mexico) • 159 .124.168.213 (Canada Toronto) • 159.124.196.25 (Canada Vancouver) • 17 0.114.194.163 (Japan Tokyo) • 147.124.100.25 (Japan Osaka) Meeting ID: 9 31 6287 1509 Passcode: 390114\n\n\n RRULE:FREQ=WEEKLY;UNTIL=20260121T200000Z;INTERVAL=2;BYDAY=WE;WKST=SU UID:040000008200E00074C5B7101A82E00800000000D40036D71D86DC01000000000000000 01000000085CE811D009C5746B971B4B6561F345B SUMMARY:Project - Effects of Aerosol Jet Printing Parameters on the Lifetim e Performance of Additively Manufactured Flexible DTSTART;TZID=Eastern Standard Time:20260121T150000 DTEND;TZID=Eastern Standard Time:20260121T160000 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:6 LOCATION:Zoom Meeting X-MICROSOFT-CDO-APPT-SEQUENCE:6 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:1 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:[batteries - GPT Waste]\n\nJoin Zoom Meeting\nMeeting ID: 986 1657 4704\n\nSummary: This project addr esses the critical challenge of thermal runaway (TR) in Li-ion batteries\, a dangerous event that can lead to fires and explosions. The research foc uses on developing data-driven methods for real-time detection of TR precu rsors\, providing early warnings to prevent catastrophic failures. The tea m is employing advanced statistical techniques\, including change-point de tection\, principal component analysis (PCA)\, and ARIMAX modeling\, to an alyze temperature and voltage data from batteries under stress. The goal i s to create reliable TR detection systems for enhanced battery safety.\n\n ---\n\nOne tap mobile\n+12678310333\,\,98616574704# US (Philadelphia)\n8778535247\,\,98616574704# US Toll-free\n\n--- \n\nDial by your location\n• +1 267 831 0333 US (Phila delphia)\n• 877 853 5247 US Toll-free\n\nMeeting ID: 986 1657 4704\n\nht tps://pitt.zoom.us/u/acdOxMX8bV\n\n---\n\nJoin by SIP\n• 98616574704@zoo mcrc.com\n\n\n───────── ─\n UID:040000008200E00074C5B7101A82E0080000000067317525C93DDC01000000000000000 010000000D3EFC36529C0F642B2EFDA3815EA369E RECURRENCE-ID;TZID=Eastern Standard Time:20260122T073000 SUMMARY:Project - Enhancing Battery Degradation Analysis and Thermal Runawa y Prediction DTSTART;TZID=Eastern Standard Time:20260123T153000 DTEND;TZID=Eastern Standard Time:20260123T161500 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:4 LOCATION:Zoom Meeting X-MICROSOFT-CDO-APPT-SEQUENCE:4 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:3 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:[3D printer preparing object. · Free Stock Photo]\nJoin the Me eting\nMeeting ID: 931 6287 1509\nPasscode: 390114\n\nSummary: This project aims to optimize the aerosol jet printing (AJP) process for manuf acturing reliable and high-performance flexible circuits. The research inv olves studying the impact of various AJP process parameters (ink type\, fo cus ratio\, print speed) on the mechanical and functional properties of th e printed circuits. The team is using a combination of experimental techni ques (optical microscopy\, laser profilometry\, electrical measurements) a nd data-driven approaches like Bayesian optimization to identify the optim al printing parameters for enhanced circuit performance and lifetime. Addi tional investigations include drift and repeatability of the deposition fo r a given optimized parameter set\, and effects of aging on the conductive inks used for AJP.\n\n--- One tap mobile +13126266799\,\,93162871509# US (Chicago) +16465588656\,\,93162871509# US (New York) --- Dial by your loca tion • +1 312 626 6799 US (Chicago) • +1 646 558 8656 US (New York) • +1 646 931 3860 US • +1 301 715 8592 US (Washington DC) • +1 305 2 24 1968 US • +1 309 205 3325 US • +1 669 444 9171 US • +1 669 900 68 33 US (San Jose) • +1 689 278 1000 US • +1 719 359 4580 US • +1 253 205 0468 US • +1 253 215 8782 US(Tacoma) • +1 346 248 7799 US (Houston ) • +1 360 209 5623 US • +1 386 347 5053US • +1 507 473 4847 US • +1 564 217 2000 US Meeting ID: 931 6287 1509 Find your local number: https ://cwru.zoom.us/u/adcr1k4DzE --- Join by SIP • [email protected] --- Join by H.323 • 144.195.19.161 (US West) • 206.247.11.121 (US East) • 221.122.88.195 (Mainland China) • 115.114.131.7 (India Mumbai) • 115.114.115.7 (India Hyderabad) • 159.124.15.191 (Amsterdam Netherlands) • 159.124.47.249 (Germany) • 159.124.104.213 (Australia Sydney) • 159.124.74.212 (Austr alia Melbourne) • 170.114.134.121 (Hong Kong SAR) • 170.114.180.219 (S ingapore) • 64.211.144.160 (Brazil) • 159.124.132.243 (Mexico) • 159 .124.168.213 (Canada Toronto) • 159.124.196.25 (Canada Vancouver) • 17 0.114.194.163 (Japan Tokyo) • 147.124.100.25 (Japan Osaka) Meeting ID: 9 31 6287 1509 Passcode: 390114\n\n\n RRULE:FREQ=WEEKLY;UNTIL=20260401T120000Z;INTERVAL=2;BYDAY=WE;WKST=SU UID:040000008200E00074C5B7101A82E0080000000029B3C7E21D86DC01000000000000000 01000000075290DE67124864EA078033CE64A3647 SUMMARY:Project - Effects of Aerosol Jet Printing Parameters on the Lifetim e Performance of Additively Manufactured Flexible DTSTART;TZID=Eastern Standard Time:20260204T080000 DTEND;TZID=Eastern Standard Time:20260204T090000 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:3 LOCATION:Zoom Meeting X-MICROSOFT-CDO-APPT-SEQUENCE:3 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:1 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:[batteries - GPT Waste]\n\nJoin Zoom Meeting\nMeeting ID: 986 1657 4704\n\nSummary: This project addr esses the critical challenge of thermal runaway (TR) in Li-ion batteries\, a dangerous event that can lead to fires and explosions. The research foc uses on developing data-driven methods for real-time detection of TR precu rsors\, providing early warnings to prevent catastrophic failures. The tea m is employing advanced statistical techniques\, including change-point de tection\, principal component analysis (PCA)\, and ARIMAX modeling\, to an alyze temperature and voltage data from batteries under stress. The goal i s to create reliable TR detection systems for enhanced battery safety.\n\n ---\n\nOne tap mobile\n+12678310333\,\,98616574704# US (Philadelphia)\n8778535247\,\,98616574704# US Toll-free\n\n--- \n\nDial by your location\n• +1 267 831 0333 US (Phila delphia)\n• 877 853 5247 US Toll-free\n\nMeeting ID: 986 1657 4704\n\nht tps://pitt.zoom.us/u/acdOxMX8bV\n\n---\n\nJoin by SIP\n• 98616574704@zoo mcrc.com\n\n\n───────── ─\n UID:040000008200E00074C5B7101A82E0080000000067317525C93DDC01000000000000000 010000000D3EFC36529C0F642B2EFDA3815EA369E RECURRENCE-ID;TZID=Eastern Standard Time:20260205T073000 SUMMARY:Project - Enhancing Battery Degradation Analysis and Thermal Runawa y Prediction DTSTART;TZID=Eastern Standard Time:20260206T153000 DTEND;TZID=Eastern Standard Time:20260206T161500 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:5 LOCATION:Zoom Meeting X-MICROSOFT-CDO-APPT-SEQUENCE:5 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:3 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:MDS-Rely Technical Seminar\n\n\n\nEnhancing Battery Degradation Analysis and Thermal Runaway Prediction\n\nThermal runaway (TR) represent s the most critical safety challenge in lithium-ion battery technology—a self-accelerating chain reaction causing internal temperatures to rise un controllably\, and triggering exothermic decomposition that can result in fire\, explosion\, or toxic gas release within seconds. As batteries scale to power electric vehicles and grid storage\, a single cell failure can p ropagate catastrophically through entire packs\, withincidents causing bil lion-dollar recalls and loss of life. The push toward higher energy densit ies only amplifies this risk\, making early detection and robust preventio n essential frontiers in battery safety research.\n\nWe developed a scalab le\, interpretable prediction framework that provides early-warning signal s for TR in lithium-ion batteries—addressing a critical gap in battery s afety monitoring. Central to our contribution is a novel change-point dete ction methodology that reframes TR onset as a statistical time-series prob lem. In contrast to existing physics-based degradation models\, our data-d riven approach extracts early-warning structure directly from signal behav ior\, producing a detection strategy that is mathematically rigorous\, phy sically intuitive\, and robust across heterogeneous operating conditions a nd failure modes.\n\nBy combining rigorous statistical modeling with domai n-aware signal design\, this presentation will discuss next-generation dia gnostic systems that blend data-driven insights with engineering relevance \, an essential combination for deployment in safety-critical environments . Ultimately\, our goal is to support the development of more reliable and resilient energy-storage technologies as their role in modern settings co ntinue to expand.\n\n\n\nHeqiao Ruan is a Ph.D. student in Statistics at t he University of Pittsburgh with research focus on Statistical Machine Lea rning and Causal Inference. His research develops rigorous\, practical met hodologies for understanding distribution shift in production ML systems —with a focus on out-of-distribution detection\, online learning dynamic s\, and interpretable model diagnostics. He holds an M.S. from the Univers ity of California\, Davisand a B.S. from the University of Science and Tec hnology of China.\n\nShubha Sankar Banerjee is a Ph.D. student in Statisti cs at the University of Pittsburgh working on high-dimensional statistical models\, theory and methodology. Working primarily to incorporate data pr ivacy in complex systems\, his work focuses on bridging the gap between th eory and its scalable implementation in domains involving sensitive high-d imensional data. He holds a M.Sc. degree from Indian Institute of Technolo gy\, Kanpur\, India and B.Sc. degree from St. Xavier’s College\, Kolkata \, India.\n\nFri\, Feb 13\, 2026 12:00 PM - 1:30 PM (UTC-05:00) Eastern Ti me (US & Canada)\n\n\nWe look forward to having you attend the event!\n\n_ __________________________________________________________________________ _____\nMicrosoft Teams Need help?\nJoin the meeting now\nMeeting ID: 282 428 530 230 38\nPasscode: ni9GR9v9\n________________________________\nFor organize rs: Meeting options\n_____________________________ ___________________________________________________\n\n\nUniversity of Pit tsburgh\n\n\nThis event is powered by Microsoft Teams\, under the directio n of the meeting organizer. The data processing that occurs for purposes o f this event is subject to the terms of the meeting organizer. Microsoft P rivacy Policy\n\n\n UID:040000008200E00074C5B7101A82E00800000000A76C8A6A8290DC01000000000000000 0100000005A1301D72B6897408844E1D1A9F77870 SUMMARY:MDS-Rely Technical Seminar: Enhancing Battery Degradation Analysis and Thermal Runaway Prediction DTSTART;TZID=Eastern Standard Time:20260213T120000 DTEND;TZID=Eastern Standard Time:20260213T130000 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:0 LOCATION: X-MICROSOFT-CDO-APPT-SEQUENCE:0 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:0 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:[Paints - Free Stock Photo by StockSnap on Stockvault.net]\n\nJ oin Zoom Meeting\n\n Meeting ID: 420 584 402\n\nSummary: This project leverages machine learning algorithms to des ign and optimize structural color in paints and coatings. Structural color \, produced by microscopic surface structures\, offers advantages over tra ditional pigments in terms of durability and environmental friendliness. T he research team is exploring different ML approaches\, including random s earch and gradient-based optimization\, to maximize the color gamut achiev able with structural color materials. The goal is to develop novel\, high- performance paints and coatings with vibrant and long-lasting colors.\n\n- --\n\nOne tap mobile\n\n+12678310333\,\,420584402# US (Philadelphia)\n\n87 78535247\,\,420584402# US Toll-free\n\n\n\nDial by your location\n\n +1 267 831 0333 US (Philadelphia)\n\n 877 853 5247 US Toll-free\n \nMeeting ID: 420 584 402\n\nFind your local number: https://pitt.zoom.us/ u/abqIQuRcnl\n RRULE:FREQ=WEEKLY;UNTIL=20260507T210000Z;INTERVAL=1;BYDAY=TH;WKST=SU EXDATE;TZID=Eastern Standard Time:20260423T170000,20260430T170000 UID:040000008200E00074C5B7101A82E00800000000E8A1F59CE3B7DC01000000000000000 010000000CA692FCD4D28C5498F5CAE11E1C3CD74 SUMMARY:Project - Machine Learning Methods for Optimizing and Innovating St ructural Color Paints and Coatings DTSTART;TZID=Eastern Standard Time:20260226T170000 DTEND;TZID=Eastern Standard Time:20260226T173000 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:3 LOCATION:Zoom Meeting X-MICROSOFT-CDO-APPT-SEQUENCE:3 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:1 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:[batteries - GPT Waste]\n\nJoin Zoom Meeting\nMeeting ID: 986 1657 4704\n\nSummary: This project addr esses the critical challenge of thermal runaway (TR) in Li-ion batteries\, a dangerous event that can lead to fires and explosions. The research foc uses on developing data-driven methods for real-time detection of TR precu rsors\, providing early warnings to prevent catastrophic failures. The tea m is employing advanced statistical techniques\, including change-point de tection\, principal component analysis (PCA)\, and ARIMAX modeling\, to an alyze temperature and voltage data from batteries under stress. The goal i s to create reliable TR detection systems for enhanced battery safety.\n\n ---\n\nOne tap mobile\n+12678310333\,\,98616574704# US (Philadelphia)\n8778535247\,\,98616574704# US Toll-free\n\n--- \n\nDial by your location\n• +1 267 831 0333 US (Phila delphia)\n• 877 853 5247 US Toll-free\n\nMeeting ID: 986 1657 4704\n\nht tps://pitt.zoom.us/u/acdOxMX8bV\n\n---\n\nJoin by SIP\n• 98616574704@zoo mcrc.com\n\n\n───────── ─\n UID:040000008200E00074C5B7101A82E0080000000067317525C93DDC01000000000000000 010000000D3EFC36529C0F642B2EFDA3815EA369E RECURRENCE-ID;TZID=Eastern Standard Time:20260219T073000 SUMMARY:Project - Enhancing Battery Degradation Analysis and Thermal Runawa y Prediction DTSTART;TZID=Eastern Standard Time:20260227T153000 DTEND;TZID=Eastern Standard Time:20260227T160000 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:6 LOCATION:Zoom Meeting X-MICROSOFT-CDO-APPT-SEQUENCE:6 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:3 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:[batteries - GPT Waste]\n\nJoin Zoom Meeting\nMeeting ID: 986 1657 4704\n\nSummary: This project addr esses the critical challenge of thermal runaway (TR) in Li-ion batteries\, a dangerous event that can lead to fires and explosions. The research foc uses on developing data-driven methods for real-time detection of TR precu rsors\, providing early warnings to prevent catastrophic failures. The tea m is employing advanced statistical techniques\, including change-point de tection\, principal component analysis (PCA)\, and ARIMAX modeling\, to an alyze temperature and voltage data from batteries under stress. The goal i s to create reliable TR detection systems for enhanced battery safety.\n\n ---\n\nOne tap mobile\n+12678310333\,\,98616574704# US (Philadelphia)\n8778535247\,\,98616574704# US Toll-free\n\n--- \n\nDial by your location\n• +1 267 831 0333 US (Phila delphia)\n• 877 853 5247 US Toll-free\n\nMeeting ID: 986 1657 4704\n\nht tps://pitt.zoom.us/u/acdOxMX8bV\n\n---\n\nJoin by SIP\n• 98616574704@zoo mcrc.com\n\n\n───────── ─\n UID:040000008200E00074C5B7101A82E0080000000067317525C93DDC01000000000000000 010000000D3EFC36529C0F642B2EFDA3815EA369E RECURRENCE-ID;TZID=Eastern Standard Time:20260305T073000 SUMMARY:Project - Enhancing Battery Degradation Analysis and Thermal Runawa y Prediction DTSTART;TZID=Eastern Standard Time:20260304T130000 DTEND;TZID=Eastern Standard Time:20260304T134500 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:7 LOCATION:Zoom Meeting X-MICROSOFT-CDO-APPT-SEQUENCE:7 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:3 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:[batteries - GPT Waste]\n\nJoin Zoom Meeting\nMeeting ID: 986 1657 4704\n\nSummary: This project addr esses the critical challenge of thermal runaway (TR) in Li-ion batteries\, a dangerous event that can lead to fires and explosions. The research foc uses on developing data-driven methods for real-time detection of TR precu rsors\, providing early warnings to prevent catastrophic failures. The tea m is employing advanced statistical techniques\, including change-point de tection\, principal component analysis (PCA)\, and ARIMAX modeling\, to an alyze temperature and voltage data from batteries under stress. The goal i s to create reliable TR detection systems for enhanced battery safety.\n\n ---\n\nOne tap mobile\n+12678310333\,\,98616574704# US (Philadelphia)\n8778535247\,\,98616574704# US Toll-free\n\n--- \n\nDial by your location\n• +1 267 831 0333 US (Phila delphia)\n• 877 853 5247 US Toll-free\n\nMeeting ID: 986 1657 4704\n\nht tps://pitt.zoom.us/u/acdOxMX8bV\n\n---\n\nJoin by SIP\n• 98616574704@zoo mcrc.com\n\n\n───────── ─\n RRULE:FREQ=WEEKLY;UNTIL=20260318T170000Z;INTERVAL=1;BYDAY=WE;WKST=SU UID:040000008200E00074C5B7101A82E00800000000225A81C203ACDC01000000000000000 01000000000CEDE89EE82E241A79EFE4B20DBCD0D SUMMARY:Project - Enhancing Battery Degradation Analysis and Thermal Runawa y Prediction DTSTART;TZID=Eastern Standard Time:20260318T130000 DTEND;TZID=Eastern Standard Time:20260318T133000 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:1 LOCATION:Zoom Meeting X-MICROSOFT-CDO-APPT-SEQUENCE:1 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:1 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:[batteries - GPT Waste]\n\nJoin Zoom Meeting\nMeeting ID: 986 1657 4704\n\nSummary: This project addr esses the critical challenge of thermal runaway (TR) in Li-ion batteries\, a dangerous event that can lead to fires and explosions. The research foc uses on developing data-driven methods for real-time detection of TR precu rsors\, providing early warnings to prevent catastrophic failures. The tea m is employing advanced statistical techniques\, including change-point de tection\, principal component analysis (PCA)\, and ARIMAX modeling\, to an alyze temperature and voltage data from batteries under stress. The goal i s to create reliable TR detection systems for enhanced battery safety.\n\n ---\n\nOne tap mobile\n+12678310333\,\,98616574704# US (Philadelphia)\n8778535247\,\,98616574704# US Toll-free\n\n--- \n\nDial by your location\n• +1 267 831 0333 US (Phila delphia)\n• 877 853 5247 US Toll-free\n\nMeeting ID: 986 1657 4704\n\nht tps://pitt.zoom.us/u/acdOxMX8bV\n\n---\n\nJoin by SIP\n• 98616574704@zoo mcrc.com\n\n\n───────── ─\n RRULE:FREQ=WEEKLY;UNTIL=20260506T170000Z;INTERVAL=2;BYDAY=WE;WKST=SU UID:040000008200E00074C5B7101A82E00800000000C35D67E2FAB6DC01000000000000000 010000000545A341833EA7649899FD88D0777A93A SUMMARY:Project - Enhancing Battery Degradation Analysis and Thermal Runawa y Prediction DTSTART;TZID=Eastern Standard Time:20260325T130000 DTEND;TZID=Eastern Standard Time:20260325T133000 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:3 LOCATION:Zoom Meeting X-MICROSOFT-CDO-APPT-SEQUENCE:3 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:1 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:Agenda\n\n12:00pm - 12:30pm: "AI Enabled Informatics for Rapid Polymer Composite Innovation: A EMI Conductive Composite Case Study"\, Sh rish Patel\, Lead Polymer Composite Engineer\, Eaton Corporation\n\n12:30p m - 1:00pm: MDS-Rely Update and Open Q & A with Center Leadership\n\nAbout the Talk\n\nThis talk presents an AI‑enabled informatics framework that accelerates the design of polymer composites through automated literature curation\, interpretable machine‑learning models\, and multiscale simul ation. Using an EMI‑conductive composite case study\, it illustrates how NLP extracts structured insights from scientific papers\, how ML models g uide both forward and inverse design\, and how hybrid simulations—valida ted through targeted experiments—capture the role of filler morphology a nd dispersion on performance. Together\, these tools create a streamlined\ , data‑driven workflow that reduces manual experimentation and rapidly i dentifies high‑performance composite formulations.\n\nSpeaker Bio:\n\nSh rish Patel is the Lead Polymer Composite Engineer at Eaton Corporation\, w here he advances data‑driven and AI‑enabled approaches to accelerate t he design of next‑generation polymer composites. His expertise includes composite formulation\, structure–property relationships\, and multifunc tional material systems. Before joining Eaton\, Shrish completed his PhD i n Materials Science and Engineer at Stony Brook University\, where his wor k led to an R&D 100 Award and earning support from DOE and NSF SBIR progra ms. At Eaton\, he develops composite solutions for electrical\, aerospace\ , and energy applications with a focus on sustainability\, lightweighting\ , and efficient materials development. His current work centers on creatin g practical informatics frameworks that modernize how engineers design and validate composite materials.\n\nYou can join the meeting here:\n\nhttps: //www.google.com/url?q=https://teams.microsoft.com/l/meetup-join/19%253ame eting_MzBhY2UzYWItOGFlNC00Y2M2LTllMTMtYmNmY2U0NDlhOGJl%2540thread.v2/0?con text%3D%257b%2522Tid%2522%253a%2522dc1c97ee-7a12-4624-9a01-9ad4f05d1311%25 22%252c%2522Oid%2522%253a%2522731ba648-b65e-4250-9ae0-54a6bc6e87ce%2522%25 7d%26launchAgent%3DGSuiteAddOn%26correlationId%3Da529b09f-3a76-4581-82be-8 8a0f938ee31&sa=D&source=calendar&ust=1772986562405087&usg=AOvVaw3KZ-zj_yO8 sgKmvX_bDxSB\n\n\nJo in Microsoft Teams Meeting\n\nID: 28964060972428\nPasscode: K5hM2Fx3\nWhen\nFriday Mar 27\, 2026 ⋅ 12pm – 1pm (Eastern Time - New York)\nOrganizer\nJeffrey Pigott \njxp652@case.edu\nGuests\ n(Guest list has been hidden at organizer's request)\n\n\n UID:040000008200E00074C5B7101A82E008000000006A97E2529DADDC01000000000000000 01000000071C89DD99EA8B542BD63DC0A5EA2EBBD SUMMARY:MDS-Rely Technical Seminar: AI Enabled Informatics for Rapid Polyme r Composite Innovation: A EMI Conductive Composite Case Study\, Shrish Pat el\, Eaton Corporation DTSTART;TZID=Eastern Standard Time:20260327T120000 DTEND;TZID=Eastern Standard Time:20260327T130000 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:0 LOCATION: X-MICROSOFT-CDO-APPT-SEQUENCE:0 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:0 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:[batteries - GPT Waste]\n\nJoin Zoom Meeting\nMeeting ID: 986 1657 4704\n\nSummary: This project addr esses the critical challenge of thermal runaway (TR) in Li-ion batteries\, a dangerous event that can lead to fires and explosions. The research foc uses on developing data-driven methods for real-time detection of TR precu rsors\, providing early warnings to prevent catastrophic failures. The tea m is employing advanced statistical techniques\, including change-point de tection\, principal component analysis (PCA)\, and ARIMAX modeling\, to an alyze temperature and voltage data from batteries under stress. The goal i s to create reliable TR detection systems for enhanced battery safety.\n\n ---\n\nOne tap mobile\n+12678310333\,\,98616574704# US (Philadelphia)\n8778535247\,\,98616574704# US Toll-free\n\n--- \n\nDial by your location\n• +1 267 831 0333 US (Phila delphia)\n• 877 853 5247 US Toll-free\n\nMeeting ID: 986 1657 4704\n\nht tps://pitt.zoom.us/u/acdOxMX8bV\n\n---\n\nJoin by SIP\n• 98616574704@zoo mcrc.com\n\n\n───────── ─\n UID:040000008200E00074C5B7101A82E00800000000C35D67E2FAB6DC01000000000000000 010000000545A341833EA7649899FD88D0777A93A RECURRENCE-ID;TZID=Eastern Standard Time:20260422T130000 SUMMARY:Project - Enhancing Battery Degradation Analysis and Thermal Runawa y Prediction DTSTART;TZID=Eastern Standard Time:20260424T130000 DTEND;TZID=Eastern Standard Time:20260424T133000 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:2 LOCATION:Zoom Meeting X-MICROSOFT-CDO-APPT-SEQUENCE:2 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:3 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:Leu\, Paul W is inviting you to a scheduled Zoom meeting.\n\nTo pic: Leu\, Paul W's Personal Meeting Room\nJoin Zoom Meeting\nhttps://pitt .zoom.us/j/3860766537\n\nMeeting ID: 386 076 6537\n\n---\n\nOne tap mobile \n+12678310333\,\,3860766537# US (Philadelphia)\n8778535247\,\,3860766537# US Toll-free\n\n\n---\n\nJoin by SIP\n• 3860766537@zoomcrc.com\n\nJoin instructions\nhttps://pitt.zoom.us/meetings /3860766537/invitations?signature=gdUMENQLChJikW5oqYbuYCX93Mcq5XOKHWn3ZOC6 KS0\n\n\n UID:040000008200E00074C5B7101A82E0080000000004DEF187C7D8DC01000000000000000 01000000023F01F55C9D3B143925AE4891E6DC2B4 SUMMARY:Meet to discuss RK Mellon DTSTART;TZID=Eastern Standard Time:20260501T130000 DTEND;TZID=Eastern Standard Time:20260501T133000 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:0 LOCATION: X-MICROSOFT-CDO-APPT-SEQUENCE:0 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:0 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:[3D printer preparing object. · Free Stock Photo]\n\nSummary: This project aims to optimize the aerosol jet printing (AJP) process for m anufacturing reliable and high-performance flexible circuits. The research involves studying the impact of various AJP process parameters (ink type\ , focus ratio\, print speed) on the mechanical and functional properties o f the printed circuits. The team is using a combination of experimental te chniques (optical microscopy\, laser profilometry\, electrical measurement s) and data-driven approaches like Bayesian optimization to identify the o ptimal printing parameters for enhanced circuit performance and lifetime. Additional investigations include drift and repeatability of the depositio n for a given optimized parameter set\, and effects of aging on the conduc tive inks used for AJP.\n\n\n_____________________________________________ ___________________________________\nMicrosoft Teams meeting\nJoin: https: //teams.microsoft.com/meet/275925105082469?p=ndvd5dkqOKHVQKl1nC\nMeeting I D: 275 925 105 082 469\nPasscode: ix3SD3yw\n______________________________ __\nNeed help? | System refere nce\nDial in by phone\n+1 412-648-8888\,\,331220306 # United States\, Pittsburgh\n(866) 588-47 89\,\,331220306# United States (Toll-free)\n Find a local number\nPhone conference ID: 331 220 306#\nFor or ganizers: Meeting options | Reset dial-in PIN\n____________________ ____________________________________________________________\n RRULE:FREQ=WEEKLY;UNTIL=20261111T160000Z;INTERVAL=4;BYDAY=WE;WKST=SU UID:040000008200E00074C5B7101A82E0080000000009EEDB113AE2DC01000000000000000 01000000056A7D33B869C624D8A56C5F35A294083 SUMMARY:Project Meeting - Effects of Aerosol Jet Printing Parameters on the Lifetime Performance of Additively Manufactured Flexible DTSTART;TZID=Eastern Standard Time:20260527T110000 DTEND;TZID=Eastern Standard Time:20260527T120000 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:5 LOCATION: X-MICROSOFT-CDO-APPT-SEQUENCE:5 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:1 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:[batteries - GPT Waste]\n\n\nSummary: This project addresses th e critical challenge of thermal runaway (TR) in Li-ion batteries\, a dange rous event that can lead to fires and explosions. The research focuses on developing data-driven methods for real-time detection of TR precursors\, providing early warnings to prevent catastrophic failures. The team is emp loying advanced statistical techniques\, including change-point detection\ , principal component analysis (PCA)\, and ARIMAX modeling\, to analyze te mperature and voltage data from batteries under stress. The goal is to cre ate reliable TR detection systems for enhanced battery safety.\n\n________ ________________________________________________________________________\n Microsoft Teams meeting\nJoin: https://teams.microsoft.com/meet/2965035368 36867?p=t0XqovSKOFRS5hsseI\nMeeting ID: 296 503 536 836 867\nPasscode: WF9 SH2tP\n________________________________\nNeed help? | System reference\nDial in b y phone\n+1 412-648-8888\,\,93146142# Unite d States\, Pittsburgh\n(866) 588-4789\,\,93146142# United States (Toll-free)\nFind a local number\nPhone con ference ID: 931 461 42#\nFor organizers: Meeting options | Reset dial-in PIN\n_______________________________________________________________ _________________\n RRULE:FREQ=WEEKLY;UNTIL=20261118T160000Z;INTERVAL=4;BYDAY=WE;WKST=SU UID:040000008200E00074C5B7101A82E00800000000143822383AE2DC01000000000000000 010000000719656EE82BB6D49AAE440280895DB4C SUMMARY:MDS-Rely Project Team Meeting: Enhancing Battery Degradation Analys is and Thermal Runaway Prediction DTSTART;TZID=Eastern Standard Time:20260603T110000 DTEND;TZID=Eastern Standard Time:20260603T120000 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:6 LOCATION: X-MICROSOFT-CDO-APPT-SEQUENCE:6 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:1 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:[cid:E65404F8-7D7A-4AB5-8C9E-5F8B5AEA80E8]\nSummary: This proje ct investigates the role of defects in the intergranular corrosion of meta l alloys\, specifically focusing on Mo-Si-B alloys. The research utilizes laser additive manufacturing (AM) to introduce controlled surface defects and study their interaction with solutes in the material. The team is deve loping datasets on defect-solute interactions and using them to build pred ictive models for intergranular corrosion. This research will contribute t o a better understanding of corrosion mechanisms and enable the design of more durable and corrosion-resistant alloys.\n____________________________ ____________________________________________________\nMicrosoft Teams meet ing\nJoin: https://teams.microsoft.com/meet/228395867131967?p=waJjmplblqbP IWE7KL\nMeeting ID: 228 395 867 131 967\nPasscode: wi3nE3Cy\n_____________ ___________________\nNeed help? | System reference\nDial in by phone\n+1 412-648- 8888\,\,444705260# United States\, Pittsbu rgh\n(866) 588-4789\,\,444705260# United Sta tes (Toll-free)\nFind a local number\nPhone conference ID: 444 705 260#\nFor organizers: Meeting options | Reset dial-in PIN\n___ __________________________________________________________________________ ___\n RRULE:FREQ=WEEKLY;UNTIL=20261125T160000Z;INTERVAL=4;BYDAY=WE;WKST=SU UID:040000008200E00074C5B7101A82E00800000000160CB57BD1E6DC01000000000000000 0100000007382638F87FCE64E93320B8BD8653B4F SUMMARY:MDS-Rely Project Team Meeting - Quantitative Characterization of Ch emical Interaction of Solutes with Defects for Predicting Intergranular Co rrosion DTSTART;TZID=Eastern Standard Time:20260610T110000 DTEND;TZID=Eastern Standard Time:20260610T120000 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:4 LOCATION:Microsoft Teams Meeting X-MICROSOFT-CDO-APPT-SEQUENCE:4 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:1 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:Cracking in Particle Coatings\n\nPresenters: Prateek Dwivedi an d Christopher L. Wirth\nAffiliation: Case Western Reserve University\nCont act: wirth@case.edu\n\nMicrosoft Teams Meeting\n\nJ oin Microsoft Teams Meeting\nMeeti ng ID: 283 680 166 393 391\nPasscode: Kj9zf6Mx\n\nAbstract\n\nMaterials fo rmulation has emerged as a critical challenge across a range of technolog ies important to energy supply\, stability\, and security. Colloidal suspe nsion-based coatings are widely employed in applications ranging from func tional films to coating layers important to energy conversion. However\, s uch coatings often develop cracks during the drying process\, compromising film integrity. This work experimentally investigates the influence of pa rticle morphology on crack evolution in dried sessile drop films using a q uantitative digital microscopy and image processing workflow. By systemati cally introducing anisotropic\, fractal-shaped fumed silica particles into formulations of spherical Ludox silica particles\, we uncover a distinct structural transition. The dried films shift from classic radial cracking patterns in pure Ludox formulations to predominantly orthoradial cracking in fumed silica-rich films. This transition is driven by morphology-induce d alterations in capillary stress distribution and film porosity during ev aporation. These findings offer mechanistic insights into how particle ani sotropy govern defect formation in nonequilibrium soft matter systems\, pr oviding a framework to design crack-resistant functional coatings such as fuel cell catalyst inks.\n\nSpeaker Bio\n\nChris Wirth is an Associate Pro fessor in the Department of Chemical and Biomolecular Engineering Departme nt at Case Western Reserve University (CWRU). Following his Ph.D. in Chemi cal Engineering at Carnegie Mellon University (CMU)\, he was a research as sociate at PPG Industries\, in conjunction with the Center for Complex Flu ids Engineering at CMU. He then joined the Department of Chemical Engineer ing at KU Leuven\, Belgium\, as a postdoctoral scholar in the Soft Matter\ , Rheology and Technology Laboratory. After spending five years on the fac ulty at Cleveland State University\, he moved to CWRU in January 2020. Cur rently\, his lab is interested in the non-equilibrium dynamics of complex fluids and colloidal particles in crowded environments\, with a growing in terest in formulation engineering for energy and the sustainable manufactu ring of coatings and films. He is a recipient of the Doctoral New Investig ator Award and the Principal Investigator Development in Sustainability Gr ant from the American Chemical Society and the CAREER award from the Natio nal Science Foundation. He currently serves as Cluster Lead for Sustainabl e Materials and Manufacturing for the new Interdisciplinary Science and En gineering Building (ISEB)\, a $300m\, 189\,000-square-foot building curren tly under construction on the CWRU campus. As part of this role\, he is di recting a new Advanced Product Manufacturing Technologies Initiative\, whi ch aims to integrate Data Science and Machine Learning approaches into the production of critical chemical and defense-related materials. Projects i n his lab have been funded by the National Science Foundation\, Department of Energy\, American Chemical Society\, and corporate partners. More info rmation about his group’s work can be found at: https://wirthlab.org/.\n \n UID:040000008200E00074C5B7101A82E00800000000FDA3A0C5D0E6DC01000000000000000 0100000002CD79012A6F5DA4AAAE8A5D49CBF4A93 SUMMARY:MDS-Rely Technical Seminar: Cracking in Particle Coatings\, Christo pher Wirth\, Case Western Reserve University DTSTART;TZID=Eastern Standard Time:20260617T110000 DTEND;TZID=Eastern Standard Time:20260617T120000 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:1 LOCATION: X-MICROSOFT-CDO-APPT-SEQUENCE:1 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:0 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:Title: Can Sonication Predict the Future? Developing Time-Sonic ation Superposition for Polymer Degradation\n\nAbstract: Our long-term goa l is to design sustainable polymer composites with controllable degradatio n profiles that retain excellent mechanical performance during use but deg rade predictably at end-of-life. As our work in these polymer-graphene oxi de materials progressed\, it became clear that rational design of these ma terials is fundamentally limited by our ability to predict the degradation behavior of the underlying polymer matrices\, for which conventional weat hering studies require months to years of testing. To address this challen ge\, we are developing a new framework\, termed time-sonication superposit ion\, that uses controlled ultrasonic excitation to accelerate aqueous pol ymer degradation and establish quantitative relationships between accelera ted and natural aging. By combining systematic degradation studies of comm odity polymers with machine learning\, we aim to determine whether degrada tion under sonication can accurately predict long-term environmental perfo rmance while reducing characterization time by orders of magnitude. This f ramework will provide a standardized approach for accelerated polymer degr adation studies and serve as a foundation for the rational design of next- generation sustainable polymer composites with predictable and tunable deg radation profiles.\n\nBios: Stefanie Sydlik is an Associate Professor of C hemistry at Carnegie Mellon University. Her research combines organic chem istry\, polymer science\, nanomaterials\, and biomaterials to develop func tional materials for applications in human health\, environmental remediat ion\, and sustainable technologies. Her laboratory focuses on the design o f polymeric and functional graphenic materials that control biological int eractions\, capture environmental contaminants\, and enable next-generatio n regenerative and circular materials. Professor Sydlik received her B.S. from Carnegie Mellon University and her Ph.D. from the Massachusetts Insti tute of Technology under Professor Timothy Swager\, followed by postdoctor al training with Professor Robert Langer at MIT. Her research has been rec ognized with numerous honors\, including selection as a World Economic For um Young Scientist\, a Moore Inventor Fellow\, and an Alexander von Humbol dt Fellow\, among other national and international awards. She collaborate s extensively with researchers across chemistry\, engineering\, medicine\, and industry to translate fundamental materials discoveries into real-wor ld technologies.\n\nJerry Wang is an Associate Professor of Civil and Envi ronmental Engineering at Carnegie Mellon University. His research combines statistical physics\, fluid mechanics\, statistics\, and high-performance computing to advance fundamental theory and applied science relevant to s ustainability and urban livability. His research group is particularly int erested in molecular-scale modeling and design of fluids\, soft materials\ , and active materials. Professor Wang received his B.S. in Mechanical Eng ineering\, Mathematics & Physics from Yale University and his Ph.D. in Mec hanical Engineering and Computation from the Massachusetts Institute of Te chnology with Professor Nicolas Hadjiconstantinou\, followed by postdoctor al training with Professor James Swan at MIT in Chemical Engineering. His research and teaching have been recognized with numerous honors\, includin g the Howes Award from the Department of Energy\, the Teare Teaching Award from the CMU College of Engineering\, and the 2025 American Society of Ci vil Engineers Pittsburgh Section Professor of the Year Award.\n\nJoin Micr osoft Teams Meeting\nteams.microsoft.com/l/meetup- joi...\nID: 236205706524891\npasscode: Vu7iF6pL\nJ oining notes\nMeeting chat\nChat with participants\n\nFor organizers\nMeeting Options\n\n\nDescription\nCHANGED\n\ nAgenda\n11:00am - 11:30pm: "Can Sonication Predict the Future? Developin g Time-Sonication Superposition for Polymer Degradation"\, Stefanie Sydlik \, Associate Professor of Chemistry & Jerry Wang\, Associate Professor of Civil and Environmental Engineering\, Carnegie Mellon University\n11:30am - 12:00pm: MDS-Rely Update and Open Q & A with Center Leadership\n\n\n UID:040000008200E00074C5B7101A82E008000000008830A6BED929DD01000000000000000 010000000E57367796B065048B35EBC00E9ED745A SUMMARY:MDS-Rely Technical Seminar: "Can Sonication Predict the Future? Dev eloping Time-Sonication Superposition for Polymer Degradation"\, Stefanie Sydlik & Jerry Wang (CMU) DTSTART;TZID=Eastern Standard Time:20260812T110000 DTEND;TZID=Eastern Standard Time:20260812T120000 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:0 LOCATION:Microsoft Teams Meeting X-MICROSOFT-CDO-APPT-SEQUENCE:0 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:0 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT BEGIN:VEVENT DESCRIPTION:\n UID:040000008200E00074C5B7101A82E00800000000F9C4788FD929DD01000000000000000 0100000002732E82EF939BA47A558C66D6A047595 SUMMARY:Fall Meeting in Cleveland DTSTART;TZID=Eastern Standard Time:20260923T080000 DTEND;TZID=Eastern Standard Time:20260923T173000 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20260815T014900Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:0 LOCATION: X-MICROSOFT-CDO-APPT-SEQUENCE:0 X-MICROSOFT-CDO-BUSYSTATUS:BUSY X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:0 X-MICROSOFT-DONOTFORWARDMEETING:FALSE X-MICROSOFT-DISALLOW-COUNTER:FALSE X-MICROSOFT-REQUESTEDATTENDANCEMODE:DEFAULT X-MICROSOFT-ISRESPONSEREQUESTED:FALSE END:VEVENT END:VCALENDAR