机器学习潜力库
Machine Learning Potential Repository
摘要:
本文介绍了一个机器学习潜力库,其中包括帕累托最优的机器学习潜力。它还展示了广泛的基本系统的准确和快速机器学习潜力的系统开发。因此,许多帕累托最优机器学习潜力在网站的存储库中可用。因此,该库将帮助许多科学家进行准确和快速的原子模拟。
英文摘要:
This paper introduces a machine learning potential repository that includes Pareto optimal machine learning potentials. It also shows the systematic development of accurate and fast machine learning potentials for a wide range of elemental systems. As a result, many Pareto optimal machine learning potentials are available in the repository from a website. Therefore, the repository will help many scientists to perform accurate and fast atomistic simulations.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。