# @kalika/ml-potentials

Machine-learning interatomic potentials and materials informatics for Kalika:
descriptors (ACSF/SOAP/ACE/MTP), equivariant neural network potentials
(MACE/NequIP/PaiNN), classical ML potentials (GAP/SNAP), active learning,
crystal graph networks, generative models, and high-throughput screening.

## At a glance

- **Path:** `libs/kalika/ml-potentials`
- **Domain:** kalika (active)
- **Owner:** @GreyChimp
- **Docs:** [deep-dive](/docs/domains/kalika/deep-dive) ·
  [systems one-pager](/docs/systems/lib-kalika.md)
- **Nx project:** `@kalika/ml-potentials`

## Commands

```bash
pnpm nx test @kalika/ml-potentials
pnpm nx lint @kalika/ml-potentials
```

<!-- Generated starting point (audit F-3): owners, replace this note with usage examples and API notes. -->
