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v0.1.0

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@zubatyuk zubatyuk released this 05 Feb 03:52
· 146 commits to main since this release

Initial release of AIMNet2 MPIP, including model code and pre-trained weights.

Features

  • AIMNet2 model architecture and training code
  • Core calculator with automatic dense/sparse mode selection
  • ASE and PySisyphus integrations
  • Long-range Coulomb (Simple, DSF, Ewald) and DFT-D3 dispersion
  • Periodic boundary conditions with stress tensor
  • GPU acceleration via NVIDIA Warp kernels

Pre-trained Models

  • aimnet2 - AIMNet2 wB97M-D3 (default)
  • aimnet2_b973c - AIMNet2 B97-3c
  • aimnet2_2025 - AIMNet2 B97-3c with improved intermolecular interactions
  • aimnet2nse - AIMNet2-NSE for open-shell chemistry
  • aimnet2pd - AIMNet2-Pd for palladium-containing systems

Installation

pip install aimnet