Projects in Awesome Lists tagged with machine-learning-force-field
A curated list of projects in awesome lists tagged with machine-learning-force-field .
https://github.com/materialyzeai/maml
Python for Materials Machine Learning, Materials Descriptors, Machine Learning Force Fields, Deep Learning, etc.
deep-learning machine-learning machine-learning-force-field materials-discovery materials-science spectroscopy
Last synced: 07 Mar 2026
https://github.com/materialsvirtuallab/maml
Python for Materials Machine Learning, Materials Descriptors, Machine Learning Force Fields, Deep Learning, etc.
deep-learning machine-learning machine-learning-force-field materials-discovery materials-science spectroscopy
Last synced: 14 May 2025
https://github.com/microsoft/mattersim
MatterSim: A deep learning atomistic model across elements, temperatures and pressures.
ai4materials ai4science computational-materials-science foundation-models machine-learning machine-learning-force-field materials-science mlff
Last synced: 25 Feb 2026
https://github.com/usnistgov/chipsff
Evaluation of universal machine learning force-fields https://arxiv.org/abs/2412.10516
ai chips dft machine-learning-force-field materials-science ml mlff semiconductors
Last synced: 05 Apr 2025
https://github.com/rk-lindsey/chimes_calculator
Tools to interface ChIMES with various external codes.
chimes computational-chemistry machine-learning-force-field molecular-simulation
Last synced: 01 Mar 2026
