chem-thermochemistry
OfficialCompute gas-phase thermochemistry from MLIP forces.
Education & Research#thermochemistry#mlip#gas-phase#gibbs free energy#vibrational frequencies#ideal-gas thermo#reaction energetics
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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