BEGIN:VCALENDAR
VERSION:2.0
PRODID:-//pretalx//pretalx.com//juliacon-2026//speaker//TEQD9C
BEGIN:VTIMEZONE
TZID:CET
BEGIN:STANDARD
DTSTART:20001029T040000
RRULE:FREQ=YEARLY;BYDAY=-1SU;BYMONTH=10
TZNAME:CET
TZOFFSETFROM:+0200
TZOFFSETTO:+0100
END:STANDARD
BEGIN:DAYLIGHT
DTSTART:20000326T030000
RRULE:FREQ=YEARLY;BYDAY=-1SU;BYMONTH=3
TZNAME:CEST
TZOFFSETFROM:+0100
TZOFFSETTO:+0200
END:DAYLIGHT
END:VTIMEZONE
BEGIN:VEVENT
UID:pretalx-juliacon-2026-BLZJJW@pretalx.com
DTSTART;TZID=CET:20260813T150000
DTEND;TZID=CET:20260813T153000
DESCRIPTION:I would like to show you how I combine Python- and Julia-based 
 machine learning models into a scalable molecular dynamics (MD) simulation
  workflow using the NQCDynamics.jl package. \nMy research focuses on simul
 ating light-driven chemistry on metal surfaces\, where non-adiabatic coupl
 ing between electronic and nuclear motion requires custom MD methods.\nIf 
 you are in the field of non-adiabatic / excited state dynamics\, I hope I 
 can show you why this might be interesting for your own simulations.
DTSTAMP:20260502T103429Z
LOCATION:Room 2
SUMMARY:ML-accelerated simulation of laser-driven hydrogen evolution with N
 QCDynamics.jl – Julia and Python in harmony? - Alexander Spears
URL:https://pretalx.com/juliacon-2026/talk/BLZJJW/
END:VEVENT
END:VCALENDAR