BEGIN:VCALENDAR METHOD:REQUEST PRODID:Microsoft Exchange Server 2010 VERSION:2.0 BEGIN:VTIMEZONE TZID:Central Standard Time BEGIN:STANDARD DTSTART:16010101T020000 TZOFFSETFROM:-0500 TZOFFSETTO:-0600 RRULE:FREQ=YEARLY;INTERVAL=1;BYDAY=1SU;BYMONTH=11 END:STANDARD BEGIN:DAYLIGHT DTSTART:16010101T020000 TZOFFSETFROM:-0600 TZOFFSETTO:-0500 RRULE:FREQ=YEARLY;INTERVAL=1;BYDAY=2SU;BYMONTH=3 END:DAYLIGHT END:VTIMEZONE BEGIN:VEVENT ORGANIZER;CN=CPS Division Office:MAILTO:CPSDivisionOffice@anl.gov ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN=cps-all@an l.gov:MAILTO:cps-all@anl.gov ATTENDEE;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Ramachandr a, Nesar Soorve":MAILTO:nramachandra@anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Tezak, Sam antha L.":MAILTO:stezak@anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN=Xixi Qin:M AILTO:xixi.qin@duke.edu ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Kulshresth a, Ankit":MAILTO:akulshrestha@anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Bartelment , Lisa":MAILTO:lbartelment@anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Fayman, Tr ish":MAILTO:pfayman@anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Fedorov, D mitry A":MAILTO:fedorov@anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Novak, Apr il":MAILTO:anovak@anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Bae, Hyunj i":MAILTO:jbae@caltech.edu ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Garcia Mar tinez, Marta":MAILTO:mgarcia@alcf.anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Shriwise, Patrick C":MAILTO:pshriwise@anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Vazquez Ma yagoitia, Alvaro":MAILTO:vama@alcf.anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Benali, An ouar":MAILTO:benali@anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Kirsten, D ana A.":MAILTO:dkirsten@anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Romano, Pa ul K.":MAILTO:promano@anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Obabko, Al eksandr":MAILTO:obabko@mcs.anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Low, John J.":MAILTO:jlow@mcs.anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Romero, Ni chols A.":MAILTO:naromero@anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Fletcher, Graham D.":MAILTO:fletcher@alcf.anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Jin, Xiaoy ong":MAILTO:xjin@anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Williams, Timothy J.":MAILTO:zippy@anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Keceli, Mu rat":MAILTO:kecelim@anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Rahaman, R onald Omah":MAILTO:rahaman@anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Thakur, Ra jeev":MAILTO:thakur@anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Tramm, Joh n R.":MAILTO:jtramm@anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Pope, Adri an C.":MAILTO:apope@anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Balakrishn an, Ramesh":MAILTO:bramesh@anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Hanks, Chr istina L.":MAILTO:chanks@anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Luo, Ye":MA ILTO:yeluo@anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Piscaglia, Federico Federico":MAILTO:federico.piscaglia@polimi.it ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Habib, Sal man":MAILTO:habib@anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Wild, Stef an M.":MAILTO:wild@anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Alexeev, Y uri":MAILTO:yuri@alcf.anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Lindgren, Shannon Ann":MAILTO:slindgren@anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Kim, Jinsu ng":MAILTO:jinsung.kim@pnnl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Plzak, Ren ee M.":MAILTO:rplzak@anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Permann, C ody James":MAILTO:cody.permann@inl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Ranjan, Ra vi":MAILTO:rranjan@anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Aletich, M iles":MAILTO:maletich@anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Bair, Ray": MAILTO:rbair@anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Martin, Da vid E.":MAILTO:dem@alcf.anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN=Claude-And re Faucher-Giguere:MAILTO:cgiguere@northwestern.edu ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Gupta, Ees h":MAILTO:egupta@anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Aithal, Sh ashikant M.":MAILTO:aithal@cels.anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Kronfeld, Andreas":MAILTO:ask@fnal.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN=Tim Haines :MAILTO:thaines@astro.wisc.edu ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Nomura, Ke n-Ichi":MAILTO:knomura@usc.edu ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Viel, Andr ea M.":MAILTO:aviel@anl.gov ATTENDEE;ROLE=OPT-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP=TRUE;CN="Draeger, E rik":MAILTO:draeger1@llnl.gov ATTACH:CID:B2BD3C274FCF5D4CB68DD02DF8A977A4@anl.gov DESCRIPTION;LANGUAGE=en-US:Speaker: Nesar Ramachandra\nTitle: Scientific Ma chine Learning for Astrophysical Studies\nAbstract: Significant amount of machine learning (ML) applications on scientific data have hinted at the r emarkable versatility of artificial intelligence (AI) in the era of exa-sc ale computation and data-driven modeling. However\, unique challenges in C osmology require a transition from heuristic applications of ML frameworks to domain-aware AI systems. A subset of these crucial issues will be disc ussed in this talk\, with an emphasis on the adaptation of numerical simul ations\, explainability of AI models\, uncertainty quantification\, and sc alability with state-of-the-art computational architectures. Bayesian infe rence of cosmological parameters using surrogate modeling\, redshift estim ation of galaxies\, strong lensing studies and other key topics at the int ersection of computation cosmology and scientific machine learning will be explored.\n\nSchedule\n\n\nThe C PS Division is inviting you to a scheduled ZoomGov meeting.\n\nJoin ZoomGo v Meeting\nhttps://argonne.zoomgov.com/j/1619902756?pwd=cEpWUU1DbUU1OGhKbm dObzZIdEMvZz09\n\nMeeting ID: 161 990 2756\nPasscode: 007318\nOne tap mobi le\n+16692545252\,\,1619902756# US (San Jose)\n+16468287666\,\,1619902756# US (New York)\n\nDial by your location\n+1 669 254 5252 US (San Jose)\n+1 646 828 7666 US (New York)\n+1 551 285 1373 US\n+1 669 216 1590 US (San J ose)\nMeeting ID: 161 990 2756\nFind your local number: https://argonne.zo omgov.com/u/acka13FO9m\n SUMMARY;LANGUAGE=en-US:CPS Division Meeting - Speaker: Nesar Ramachandra DTSTART;TZID=Central Standard Time:20210726T140000 DTEND;TZID=Central Standard Time:20210726T150000 UID:040000008200E00074C5B7101A82E00800000000ACB58446252AD701000000000000000 0100000004825C4F909BFE146B395291A988206E6 RECURRENCE-ID;TZID=Central Standard Time:20210726T140000 CLASS:PUBLIC PRIORITY:5 DTSTAMP:20210720T153811Z TRANSP:OPAQUE STATUS:CONFIRMED SEQUENCE:24 LOCATION;LANGUAGE=en-US:https://argonne.zoomgov.com/j/1619902756?pwd=cEpWUU 1DbUU1OGhKbmdObzZIdEMvZz09 X-MICROSOFT-CDO-APPT-SEQUENCE:24 X-MICROSOFT-CDO-OWNERAPPTID:2119445164 X-MICROSOFT-CDO-BUSYSTATUS:TENTATIVE X-MICROSOFT-CDO-INTENDEDSTATUS:BUSY X-MICROSOFT-CDO-ALLDAYEVENT:FALSE X-MICROSOFT-CDO-IMPORTANCE:1 X-MICROSOFT-CDO-INSTTYPE:3 X-MICROSOFT-DISALLOW-COUNTER:FALSE BEGIN:VALARM DESCRIPTION:REMINDER TRIGGER;RELATED=START:-PT15M ACTION:DISPLAY END:VALARM END:VEVENT END:VCALENDAR