chem-thermochemistry

Official

Compute gas-phase thermochemistry from MLIP forces.

Authorlearningmatter-mit
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Accurately estimate gas-phase thermodynamic properties and reaction free energies without running expensive DFT thermochemistry.

Core Features & Use Cases

  • Gas-phase thermodynamics (IGRRHO): Computes enthalpy H(T), entropy S(T,P), and Gibbs free energy G(T,P) for isolated molecules/species using ASE’s IdealGasThermo with ideal-gas/rigid-rotor/harmonic-oscillator assumptions.
  • MLIP-powered vibrational analysis: Relaxes structures and derives vibrational frequencies via finite-difference vibrational Hessians driven by an MLIP calculator.
  • Reaction thermochemistry: Parses balanced reactions and aggregates per-species contributions to produce ΔH, ΔS, and ΔG.
  • Use case: Evaluate temperature- and pressure-dependent feasibility of gas-phase reaction pathways (e.g., combustion or synthesis routes) using a consistent MLIP + harmonic thermochemistry workflow.

Quick Start

Ask the skill to compute reaction thermochemistry for “2H2 + O2 -> 2H2O” at 298.15 K and 101325 Pa using the MACE-OMAT-0-small model, saving the results to an output directory of your choice.

Dependency Matrix

Required Modules

asenumpyscipy

Components

scriptsreferences

💻 Claude Code Installation

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Please help me install this Skill:
Name: chem-thermochemistry
Download link: https://github.com/learningmatter-mit/AtomisticSkills/archive/main.zip#chem-thermochemistry

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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