522 citations · 2.1k across the 73 of their papers we have counts for
Showing 2023 · physics.comp-phShow all
3 papers · 2 filters
physics.comp-ph2023★ 2 cited
On the Atomic Cluster Expansion: interatomic potentials and beyond
Christoph Ortner
The Atomic Cluster Expansion (ACE) [R. Drautz, Phys. Rev. B, 99:014104 (2019)] provides a systematically improvable, universal descriptor for the environment of an atom that is inv…
physics.comp-ph2023
Retrieval of Boost Invariant Symbolic Observables via Feature Importance
Jose M Munoz, Ilyes Batatia, Christoph Ortner +1
Deep learning approaches for jet tagging in high-energy physics are characterized as black boxes that process a large amount of information from which it is difficult to extract ke…
physics.comp-ph2023★ 1 cited
A Multilevel Method for Many-Electron Schrödinger Equations Based on the Atomic Cluster Expansion
Dexuan Zhou, Huajie Chen, Cheuk Hin Ho +1
The atomic cluster expansion (ACE) (Drautz, 2019) yields a highly efficient and intepretable parameterisation of symmetric polynomials that has achieved great success in modelling…