mat-db-nist-janaf

Official

Pull JANAF thermochemistry for benchmarking

Authorlearningmatter-mit
Version1.0.0
Installs0

System Documentation

What problem does it solve?

You need reliable, temperature-dependent experimental thermochemistry values (standard enthalpy, entropy, heat capacity, etc.) from authoritative sources to benchmark DFT and MLIP predictions without manual table lookup.

Core Features & Use Cases

  • NIST WebBook + JANAF querying: Finds the best match for a chemical formula and retrieves standard thermochemistry values.
  • Structured JSON output for workflows: Produces machine-readable JSON including the matched compound ID, compound name, and extracted quantities/units.
  • Benchmarking use case: Compare DFT/MLIP computed $\Delta_f H^\circ_{298}$, $S^\circ_{298}$, and $C_p$ against experimental JANAF data for model validation.

Quick Start

Ask your agent to query the NIST JANAF thermochemistry for CH4 into methane_thermo.json.

Dependency Matrix

Required Modules

requestsbeautifulsoup4argparsejson

Components

scripts

💻 Claude Code Installation

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Please help me install this Skill:
Name: mat-db-nist-janaf
Download link: https://github.com/learningmatter-mit/AtomisticSkills/archive/main.zip#mat-db-nist-janaf

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