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Dand

Dandelion - Codes for automated and efficient sampling of chemical reaction space for MLIP training

Install / Use

/learn @mhyeok1/Dand
About this skill

Quality Score

0/100

Supported Platforms

Universal

README

<h1 align="left">Dandelion</h1>

docs DOI DOI

<div align="center"> <h4 align="center">Codes for automated and efficient sampling of chemical reaction space for MLIP training</h4> <img src="https://github.com/user-attachments/assets/ed0e5069-6464-485e-b2a5-c3461b8cb528" alt="drawing" width="700"/> </div>

Dandelion is a code for generating datasets that contain both equilibrium and reactive regions of potential energy surfaces, using automated and efficient sampling of chemical reaction space.

Documentation : https://mhyeok1.github.io/dand_docs/

Citation

If you find this work useful for your research, please consider citing:

  • Lee et al. Adv. Sci. 12, 2409009 (2025) LINK

This work builds upon pioneering works that should also be cited:

  • Grambow et al. Sci. Data 7, 137 (2020) LINK
  • Schreiner et al. Sci. Data 9, 779 (2022) LINK

Supporting Information

The datasets used in the paper are available at zenodo.

DOI

View on GitHub
GitHub Stars24
CategoryDevelopment
Updated1mo ago
Forks1

Languages

Python

Security Score

90/100

Audited on Feb 28, 2026

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