驱动经典系统的热力学极限中的超统计
计算与语言
2024-08-08 v2 人工智能
机器学习
摘要
超统计是描述稳态热力学的优雅框架，主要用于长程相互作用系统，如等离子体。在本文中，我们展示了在外部施加能量波动的经典系统的势能分布，也可由超统计描述热力学极限。作为示例，我们将该形式化方法应用于由正弦能量振荡驱动的有限 Lennard-Jones 晶体的热力学。我们的结果表明，Lennard-Jones 晶体的分子动力学模拟结果与所提供的理论预测一致。
关键词
引用
@article{arxiv.2406.11704,
title = {Nemotron-4 340B Technical Report},
author = {Nvidia and : and Bo Adler and Niket Agarwal and Ashwath Aithal and Dong H. Anh and Pallab Bhattacharya and Annika Brundyn and Jared Casper and Bryan Catanzaro and Sharon Clay and Jonathan Cohen and Sirshak Das and Ayush Dattagupta and Olivier Delalleau and Leon Derczynski and Yi Dong and Daniel Egert and Ellie Evans and Aleksander Ficek and Denys Fridman and Shaona Ghosh and Boris Ginsburg and Igor Gitman and Tomasz Grzegorzek and Robert Hero and Jining Huang and Vibhu Jawa and Joseph Jennings and Aastha Jhunjhunwala and John Kamalu and Sadaf Khan and Oleksii Kuchaiev and Patrick LeGresley and Hui Li and Jiwei Liu and Zihan Liu and Eileen Long and Ameya Sunil Mahabaleshwarkar and Somshubra Majumdar and James Maki and Miguel Martinez and Maer Rodrigues de Melo and Ivan Moshkov and Deepak Narayanan and Sean Narenthiran and Jesus Navarro and Phong Nguyen and Osvald Nitski and Vahid Noroozi and Guruprasad Nutheti and Christopher Parisien and Jupinder Parmar and Mostofa Patwary and Krzysztof Pawelec and Wei Ping and Shrimai Prabhumoye and Rajarshi Roy and Trisha Saar and Vasanth Rao Naik Sabavat and Sanjeev Satheesh and Jane Polak Scowcroft and Jason Sewall and Pavel Shamis and Gerald Shen and Mohammad Shoeybi and Dave Sizer and Misha Smelyanskiy and Felipe Soares and Makesh Narsimhan Sreedhar and Dan Su and Sandeep Subramanian and Shengyang Sun and Shubham Toshniwal and Hao Wang and Zhilin Wang and Jiaxuan You and Jiaqi Zeng and Jimmy Zhang and Jing Zhang and Vivienne Zhang and Yian Zhang and Chen Zhu},
journal= {arXiv preprint arXiv:2406.11704},
year = {2024}
}