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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:1/0  |  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:24/0  |  提交时间:2023/01/16
Ensemble of deep convolutional neural networks for real-time gravitational wave signal recognition 期刊论文
PHYSICAL REVIEW D, 2022, 卷号: 105, 期号: 8, 页码: 83013
作者:  Ma, CunLiang;  Wang, Wei;  Wang, He;  Cao, Zhoujian
收藏  |  浏览/下载:9/0  |  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
Tree tensor networks for generative modeling 期刊论文
PHYSICAL REVIEW B, 2019, 卷号: 99, 期号: 15, 页码: 155131
作者:  Cheng, S;  Wang, L;  Xiang, T;  Zhang, P
收藏  |  浏览/下载:0/0  |  提交时间:2019/07/19
Solving Statistical Mechanics Using Variational Autoregressive Networks 期刊论文
PHYSICAL REVIEW LETTERS, 2019, 卷号: 122, 期号: 8, 页码: 80602
作者:  Wu, DA;  Wang, L;  Zhang, P
收藏  |  浏览/下载:1/0  |  提交时间:2019/07/19
Supervised Deep Learning in High Energy Phenomenology: a Mini Review 期刊论文
COMMUNICATIONS IN THEORETICAL PHYSICS, 2019, 卷号: 71, 期号: 8, 页码: 955-990
作者:  Abdughani, Murat;  Ren, Jie;  Wu, Lei;  Yang, Jin-Min;  Zhao, Jun
收藏  |  浏览/下载:0/0  |  提交时间:2020/06/16
Deep learning for R-parity violating supersymmetry searches at the LHC 期刊论文
PHYSICAL REVIEW D, 2018, 卷号: 98, 期号: 7, 页码: 76017
作者:  Guo, J;  Li, JM;  Li, TJ;  Xu, FZ;  Zhang, WX
收藏  |  浏览/下载:24/0  |  提交时间:2018/12/27


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