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feat: new benchmark water radial distribution #643

Description

@lwehrhan

Summary

This benchmark tests the ability of an MLIP to reproduce the correct water radial distribution function is a simulation of a bulk water box of 500 molecules over a 500 ps simulation.

Interactive features

Line plot comparing RDF profiles.

Category

Molecular Dynamics

Data availability

Input structures available in the MLIP Audit benchmark suite (or Huggingface page).

Computational cost

High: MD simulation with a box of 1500 atoms.

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