nmr-prediction

Official

Predict liquid-phase NMR shifts from SMILES.

AuthorInternScience
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Predicts per-atom ¹H and ¹³C NMR chemical shifts and Lorentzian-broadened spectra from a SMILES string, enabling quick, interpretation-friendly insights without demanding quantum-chemical calculations.

Core Features & Use Cases

  • Per-atom ¹H and ¹³C chemical shifts (ppm) for input SMILES.
  • Generates Lorentzian-broadened spectrum PNGs for rapid visualization.
  • Lightweight deep-learning based inference using NMRNet to avoid DFT for quick screening.

Quick Start

Run python nmr_prediction.py 'CCO' to predict 1H/13C shifts and generate the spectrum image.

Dependency Matrix

Required Modules

rdkitnumpytorchmatplotlibremotezip

Components

assets

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: nmr-prediction
Download link: https://github.com/InternScience/ChemClaw/archive/main.zip#nmr-prediction

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