模拟微观世界: 从薛定谔方程到大原子模型

张林峰, 王涵 - 物理, 2024 - cpsjournals.cn
随着人工智能技术的飞速发展, 其与物理建模的结合为微观尺度的科学研究带来了革命性的工具
. 文章介绍了从薛定谔方程出发的量子力学近似求解方法到大原子模型(LAM) 的发展历程 …

CatFlow: An Automated Workflow for Training Machine Learning Potentials to Compute Free Energies in Dynamic Catalysis

YP Liu, QY Fan, FQ Gong, J Cheng - The Journal of Physical …, 2024 - ACS Publications
Dynamic effects of catalysts play a crucial role in catalytic reactions, necessitating the
incorporation of statistical sampling and understanding of the impact of dynamic structures in …

Simulating the microscopic world: from the Schrödinger equation to the large atomic model

Z Lin-Feng, W Han - PHYSICS, 2024 - wuli.iphy.ac.cn
With the rapid advance of artificial intelligence, its integration with physical modeling has
introduced revolutionary tools for scientific research at the microscopic scale. This paper …