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Data-driven peakon and periodic peakon solutions and parameter discovery of some nonlinear dispersive equations via deep learning 期刊论文
PHYSICA D-NONLINEAR PHENOMENA, 2021, 卷号: 428, 页码: 15
作者:  Wang, Li;  Yan, Zhenya
收藏  |  浏览/下载:123/0  |  提交时间:2022/04/02
Nonlinear dispersive equation  Initial-boundary value conditions  Physics-informed neural networks  Deep learning  Data-driven peakon and periodic peakon  solutions Data-driven parameter discovery  
Exciting Modes due to the Aberration of Gravitational Waves: Measurability for Extreme-Mass-Ratio Inspirals 期刊论文
PHYSICAL REVIEW LETTERS, 2021, 卷号: 127, 期号: 4, 页码: 6
作者:  Torres-Orjuela, Alejandro;  Seoane, Pau Amaro;  Xuan, Zeyuan;  Chua, Alvin J. K.;  Rosell, Mara J. B.;  Chen, Xian
收藏  |  浏览/下载:117/0  |  提交时间:2021/10/26
Infection rate models for COVID-19: Model risk and public health news sentiment exposure adjustments 期刊论文
PLOS ONE, 2021, 卷号: 16, 期号: 6, 页码: 39
作者:  Chalkiadakis, Ioannis;  Yan, Hongxuan;  Peters, Gareth W.;  Shevchenko, Pavel, V
收藏  |  浏览/下载:133/0  |  提交时间:2021/10/26
A convergent low-wavenumber, high-frequency homogenization of the wave equation in periodic media with a source term 期刊论文
APPLICABLE ANALYSIS, 2021, 页码: 34
作者:  Meng, Shixu;  Oudghiri-Idrissi, Othman;  Guzina, Bojan B.
收藏  |  浏览/下载:176/0  |  提交时间:2021/10/26
Waves in periodic media  dynamic homogenization  finite frequency  band gap  (Floquet-)Bloch transform  variational formulation  
ON THE SPECTRAL ASYMPTOTICS OF WAVES IN PERIODIC MEDIA WITH DIRICHLET OR NEUMANN EXCLUSIONS 期刊论文
QUARTERLY JOURNAL OF MECHANICS AND APPLIED MATHEMATICS, 2021, 卷号: 74, 期号: 2, 页码: 173-221
作者:  Oudghiri-Idrissi, Othman;  Guzina, Bojan B.;  Meng, Shixu
收藏  |  浏览/下载:128/0  |  提交时间:2022/04/02
Central discontinuous Galerkin methods on overlapping meshes for wave equations 期刊论文
ESAIM-MATHEMATICAL MODELLING AND NUMERICAL ANALYSIS-MODELISATION MATHEMATIQUE ET ANALYSE NUMERIQUE, 2021, 卷号: 55, 期号: 1, 页码: 329-356
作者:  Liu, Yong;  Lu, Jianfang;  Shu, Chi-Wang;  Zhang, Mengping
收藏  |  浏览/下载:133/0  |  提交时间:2021/04/26
Optimal error estimates  central DG method  second order wave equation  dispersion analysis  
Solving forward and inverse problems of the logarithmic nonlinear Schrodinger equation with PT-symmetric harmonic potential via deep learning 期刊论文
PHYSICS LETTERS A, 2021, 卷号: 387, 页码: 12
作者:  Zhou, Zijian;  Yan, Zhenya
收藏  |  浏览/下载:157/0  |  提交时间:2021/04/26
Logarithmic nonlinear Schrodinger equation  PT-symmetric potentials  Physics-informed neural networks  Deep learning  Data-driven discovery of LNLS equation  Data-driven solitons