机器学习辅助识别了最佳的顺序参数集,用于在分子模拟中研究气体酸盐核化

Diksha Kadre1, Sourodip Ghoshdastidar1, Shreshtha Dhankar1

  • 1Department of Chemical Engineering, Indian Institute of Science, Bangalore 560012, Karnataka, India.

PubMed
概括

使用XGBoost的机器学习模型在分子模拟中准确地分类晶体多态. 这种方法简化了识别晶体结构,特别是气体水合物,并有助于研究它们的形成.

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