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Statistical mechanics of continual learning: Variational principle and mean-field potential 期刊论文
PHYSICAL REVIEW E, 2023, 卷号: 108, 期号: 1, 页码: 14309
作者:  Li, Chan;  Huang, Zhenye;  Zou, Wenxuan;  Huang, Haiping
收藏  |  浏览/下载:0/0  |  提交时间:2023/12/07
Tensor networks for unsupervised machine learning 期刊论文
PHYSICAL REVIEW E, 2023, 卷号: 107, 期号: 1, 页码: L012103
作者:  Liu, Jing;  Li, Sujie;  Zhang, Jiang;  Zhang, Pan
收藏  |  浏览/下载:0/0  |  提交时间:2023/12/07
A Machine Learning Model to Classify Dynamic Processes in Liquid Water** 期刊论文
CHEMPHYSCHEM, 2022
作者:  Huang, Jie;  Huang, Gang;  Li, Shiben
收藏  |  浏览/下载:12/0  |  提交时间:2023/01/16
Deep learning jet images as a probe of light Higgsino dark matter at the LHC 期刊论文
PHYSICAL REVIEW D, 2022, 卷号: 106, 期号: 5, 页码: 55008
作者:  Lv, Huifang;  Wang, Daohan;  Wu, Lei
收藏  |  浏览/下载:7/0  |  提交时间:2023/01/16
Gradient nano-grained graphene as 2D thermal rectifier: A molecular dynamics based machine learning study 期刊论文
APPLIED PHYSICS LETTERS, 2022, 卷号: 121, 期号: 13, 页码: 133501
作者:  Xu, Ke;  Liang, Ting;  Fu, Yuequn;  Wang, Zhen;  Fan, Zheyong
收藏  |  浏览/下载:6/0  |  提交时间:2023/01/16
Boltzmann machines as two-dimensional tensor networks 期刊论文
PHYSICAL REVIEW B, 2021, 卷号: 104, 期号: 7, 页码: 75154
作者:  Li, Sujie;  Pan, Feng;  Zhou, Pengfei;  Zhang, Pan
收藏  |  浏览/下载:8/0  |  提交时间:2021/09/27
Hunting for top partner with a new signature at the LHC 期刊论文
PHYSICAL REVIEW D, 2021, 卷号: 103, 期号: 11, 页码: 115017
作者:  Wang, Daohan;  Wu, Lei;  Zhang, Mengchao
收藏  |  浏览/下载:28/0  |  提交时间:2021/09/27
Supervised learning with projected entangled pair states 期刊论文
PHYSICAL REVIEW B, 2021, 卷号: 103, 期号: 12, 页码: 125117
作者:  Cheng, Song;  Wang, Lei;  Zhang, Pan
收藏  |  浏览/下载:37/0  |  提交时间:2021/09/27
Detecting an axion-like particle with machine learning at the LHC 期刊论文
JOURNAL OF HIGH ENERGY PHYSICS, 2021, 期号: 11, 页码: 138
作者:  Ren, Jie;  Wang, Daohan;  Wu, Lei;  Yang, Jin Min;  Zhang, Mengchao
收藏  |  浏览/下载:3/0  |  提交时间:2023/01/16
Exploring the standard model EFT in VH production with machine learning 期刊论文
PHYSICAL REVIEW D, 2019, 卷号: 100, 期号: 3, 页码: 35040
作者:  Freitas, Felipe F.;  Khosa, Charanjit K.;  Sanz, Veronica
收藏  |  浏览/下载:0/0  |  提交时间:2020/06/16


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