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Pre-Exascale Computing of Protein-Ligand Binding Free Energies with Open Source Software for Drug Design.

Vytautas GapsysDavid F HahnGary TresadernDavid L MobleyMarkus RamppBert L de Groot
Published in: Journal of chemical information and modeling (2022)
Nowadays, drug design projects benefit from highly accurate protein-ligand binding free energy predictions based on molecular dynamics simulations. While such calculations have been computationally expensive in the past, we now demonstrate that workflows built on open source software packages can efficiently leverage pre-exascale computing resources to screen hundreds of compounds in a matter of days. We report our results of free energy calculations on a large set of pharmaceutically relevant targets assembled to reflect industrial drug discovery projects.
Keyphrases
  • molecular dynamics simulations
  • drug discovery
  • density functional theory
  • molecular docking
  • quality improvement
  • protein protein
  • molecular dynamics
  • amino acid
  • heavy metals
  • mass spectrometry
  • small molecule