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TACE v0.2.2 documentation

  • Installation
  • Tutorials
  • EquivariantX
  • Model Arch
  • Changelog
  • Installation
  • Tutorials
  • EquivariantX
  • Model Arch
  • Changelog

Tensor Atomic/Edge Cluster Expansion#

TACE/TECE is designed with physical priors and strong inductive biases to enhance extrapolation capability.

It performs Atomic Cluster Expansion and Edge Cluster Expansion based on spherical tensors or irreducible Cartesian tensors, with an optional attention architecture.

Documentation Structure#

Contents

  • Installation
    • Requirements
    • Install TACE
    • PyTorch Geometric
    • OpenEquivariance (OEQ)
    • cuEquivariance (CUEQ)
    • EquiTorch (EQT)
    • Latent Ewald Summation (LES)
    • TorchSim
    • NValCHEMI
    • Time-reversal e3nn
    • EquivariantX
    • Acceleration Selection
  • Tutorials
    • Training
    • Checkpoint
    • Acceleration
    • Foundational Model
    • Finetune Tutorial
    • ASE Calculator
    • LAMMPS ML-IAP
    • OpenMM
    • USPEX
    • NValCHEMI Wrapper
    • TorchSim Calculator
    • TACE Scripts
    • TACE-LES
    • Magnetic TACE
    • Magnetic Relaxation (Experimental)
    • TACE-QEq (Under Reconstruction)
    • TACE-SCF (Under Development)
  • EquivariantX
    • Tutorials
    • Cartesian O(3)
    • Cartesian O(2)
    • Fused Convolutions
    • Model integration
    • API Reference
  • Model Arch
    • Node Embedding
    • Edge Embedding
    • Node update
    • Edge Update
    • Interaction
    • Product
  • Changelog
    • v0.1.0
    • v0.2.0

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Installation

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  • Documentation Structure