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SUMMARY:Open Force Field: next-generation force fields with open data\, op
 en software\, and open science - Jeff Wagner
DTSTART;TZID=America/Chicago:20230712T152500
DTEND;TZID=America/Chicago:20230712T155500
DTSTAMP:20261014T164809Z
UID:pretalx-2023-8MMNUD@cfp.scipy.org
DESCRIPTION:The Open Force Field (OpenFF) initiative was formed to build a
  new generation of force fields for molecular dynamics (MD) simulations us
 ing modern data-driven techniques. Openness is one of our fundamental foun
 ding principles\, and everything we produce is released openly and accessi
 bly so that the community can validate\, modify\, or extend our work. Here
  we introduce some flagship packages in our ecosystem and the advances the
 y have enabled in force field science and MD workflows. These include fitt
 ing custom functional forms\, exploring the addition of off-site charges\,
  and using neural networks to assign charges to protein-ligand systems.
LOCATION:Grand Salon C
URL:https://cfp.scipy.org/2023/talk/8MMNUD/
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