ACEpotentials.jl

Machine Learning Interatomic Potentials with the Atomic Cluster Expansion
Author ACEsuit
Popularity
45 Stars
Updated Last
3 Months Ago
Started In
January 2022

ACEpotentials.jl

Dev Stable Build Status

ACEpotentials.jl facilitates the creation and use of atomic cluster expansion (ACE) interatomic potentials. See the documentation for installation instructions, tutorials, and more.

Notes on Versions

  • Version 0.6.x uses ACE1.jl as a backend. It is mature and suitable for linear models with few species. This is not longer actively developed, but critical bugfixes can still be provided. [docs-v0.6]
  • Version 0.7.x is reserved
  • Version 0.8.x and onwards provides a new and much more flexible implementation, and integrates with the AtomsBase ecosystem. Most but not all features from 0.6.x have been ported to this re-implementation. Usability should be the same or improved for most end-users. For developers this provides a much more flexible framework for experimentation. [docs-v0.8]