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VPNets: Volume-preserving neural networks for learning source-free dynamics 期刊论文
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2022, 卷号: 416, 页码: 12
作者:  Zhu, Aiqing;  Zhu, Beibei;  Zhang, Jiawei;  Tang, Yifa;  Liu, Jian
收藏  |  浏览/下载：75/0  |  提交时间：2023/02/07
Deep learning  Neural networks  Discovery of dynamics  Source-free dynamics  Volume-preserving  
Volume preserving flows for convex curves and surfaces in the hyperbolic space 期刊论文
JOURNAL OF FUNCTIONAL ANALYSIS, 2022, 卷号: 283, 期号: 11, 页码: 28
作者:  Wei, Yong;  Yang, Bo
收藏  |  浏览/下载：66/0  |  提交时间：2023/02/07
Curvature flow  Hyperbolic space  Curve  Surface  
Hamiltonian Particle-in-Cell methods for Vlasov-Poisson equations 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2022, 卷号: 467, 页码: 20
作者:  Gu, Anjiao;  He, Yang;  Sun, Yajuan
收藏  |  浏览/下载：69/0  |  提交时间：2023/02/07
Vlasov-Poisson system  Poisson bracket  Finite element method  Structure-preserving algorithm  Hamiltonian splitting method  
The complete search for the supersymmetric Pati-Salam models from intersecting D6-branes 期刊论文
Journal of High Energy Physics, 2022, 卷号: 2022, 期号: 8
作者:  He,Weikun;  Li,Tianjun;  Sun,Rui
收藏  |  浏览/下载：101/0  |  提交时间：2022/10/08
D-Branes  String and Brane Phenomenology  
Differentially private distributed algorithms for stochastic aggregative games 期刊论文
AUTOMATICA, 2022, 卷号: 142, 页码: 13
作者:  Wang, Jimin;  Zhang, Ji-Feng;  He, Xingkang
收藏  |  浏览/下载：32/0  |  提交时间：2023/02/07
Differential privacy  Stochastic aggregative games  Distributed algorithms  Stochastic approximation  
An efficient Lorentz equivariant graph neural network for jet tagging 期刊论文
Journal of High Energy Physics, 2022, 卷号: 2022, 期号: 7
作者:  Gong,Shiqi;  Meng,Qi;  Zhang,Jue;  Qu,Huilin;  Li,Congqiao;  Qian,Sitian;  Du,Weitao;  Ma,Zhi-Ming;  Liu,Tie-Yan
收藏  |  浏览/下载：104/0  |  提交时间：2022/10/08
Jets and Jet Substructure  Top Quark  
Deciphering spatial domains from spatially resolved transcriptomics with an adaptive graph attention auto-encoder 期刊论文
NATURE COMMUNICATIONS, 2022, 卷号: 13, 期号: 1, 页码: 12
作者:  Dong, Kangning;  Zhang, Shihua
收藏  |  浏览/下载：112/0  |  提交时间：2022/06/21
Approximation capabilities of measure-preserving neural networks 期刊论文
NEURAL NETWORKS, 2022, 卷号: 147, 页码: 72-80
作者:  Zhu, Aiqing;  Jin, Pengzhan;  Tang, Yifa
收藏  |  浏览/下载：128/0  |  提交时间：2022/06/21
Measure-preserving  Neural networks  Dynamical systems  Approximation theory  
Energy-preserving methods for guiding center system based on averaged vector field 期刊论文
PHYSICS OF PLASMAS, 2022, 卷号: 29, 期号: 3, 页码: 14
作者:  Zhu, Beibei;  Tang, Yifa;  Liu, Jian
收藏  |  浏览/下载：161/0  |  提交时间：2022/04/29
Energy-preserving fully-discrete schemes for nonlinear stochastic wave equations with multiplicative noise 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2022, 卷号: 451, 页码: 20
作者:  Hong, Jialin;  Hou, Baohui;  Sun, Liying
收藏  |  浏览/下载：166/0  |  提交时间：2022/04/29
Compact finite difference method  Interior penalty discontinuous Galerkin finite element method  Pade approximation  Averaged energy evolution law  Stochastic wave equation  Multiplicative noise