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SUMMARY:ML-accelerated simulation of laser-driven hydrogen evolution with 
 NQCDynamics.jl – Julia and Python in harmony? - Alexander Spears
DTSTART;TZID=Europe/Berlin:20260813T150000
DTEND;TZID=Europe/Berlin:20260813T153000
DTSTAMP:20260812T152331Z
UID:pretalx-juliacon-2026-BLZJJW@pretalx.com
DESCRIPTION:I would like to show you how I combine Python- and Julia-based
  machine learning models into a scalable molecular dynamics (MD) simulatio
 n workflow using the NQCDynamics.jl package. \nMy research focuses on simu
 lating light-driven chemistry on metal surfaces\, where non-adiabatic coup
 ling 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.
LOCATION:Muschel — N2
URL:https://pretalx.com/juliacon-2026/talk/BLZJJW/
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