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Spatiotemporal parallel physics-informed neural networks: A framework to solve inverse problems in fluid mechanics 期刊论文
PHYSICS OF FLUIDS, 2023, 卷号: 35, 期号: 6, 页码: 65141
作者:  Xu SF(许盛峰);  Yan C(闫畅);  Zhang, Guangtao;  Sun ZX(孙振旭);  Huang RF(黄仁芳)
收藏  |  浏览/下载：5/0  |  提交时间：2023/09/05
Regularization by Multiple Dual Frames for Compressed Sensing Magnetic Resonance Imaging With Convergence Analysis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2136-2153
作者:  Baoshun Shi;  Kexun Liu
收藏  |  浏览/下载：2/0  |  提交时间：2023/09/22
Cutting the traintracks: Cauchy, Schubert and Calabi-Yau 期刊论文
JOURNAL OF HIGH ENERGY PHYSICS, 2023, 期号: 4, 页码: 72
作者:  Cao, Qu;  He, Song;  Tang, Yichao
收藏  |  浏览/下载：2/0  |  提交时间：2023/12/07
Fabrication of polymer functionalized Mn2+-tannic acid coatings on magnetism-responsive nano-microspheres for Immobilized Penicillin G acylase 期刊论文
Colloids and Surfaces A: Physicochemical and Engineering Aspects, 2022, 卷号: 653
作者:  Lu, Siyuan;  Tu, Hongyi;  Liu, Yangdong;  Zhang, Boyuan;  Chen, Zhenbin
收藏  |  浏览/下载：21/0  |  提交时间：2022/09/22
Data completion algorithms and their applications in inverse acoustic scattering with limited-aperture backscattering data 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2022, 卷号: 469, 页码: 17
作者:  Dou, Fangfang;  Liu, Xiaodong;  Meng, Shixu;  Zhang, Bo
收藏  |  浏览/下载：9/0  |  提交时间：2023/02/07
Data-driven rogue waves and parameters discovery in nearly integrable PT-symmetric Gross-Pitaevskii equations via PINNs deep learning 期刊论文
PHYSICA D-NONLINEAR PHENOMENA, 2022, 卷号: 439, 页码: 12
作者:  Zhong, Ming;  Gong, Shibo;  Tian, Shou-Fu;  Yan, Zhenya
收藏  |  浏览/下载：6/0  |  提交时间：2023/02/07
New integrable multi-Levy-index and mixed fractional nonlinear soliton hierarchies 期刊论文
CHAOS SOLITONS & FRACTALS, 2022, 卷号: 164, 页码: 6
作者:  Zhenya Yan
收藏  |  浏览/下载：6/0  |  提交时间：2023/02/07
DRVN (deep random vortex network): A new physics-informed machine learning method for simulating and inferring incompressible fluid flows 期刊论文
PHYSICS OF FLUIDS, 2022, 卷号: 34, 期号: 10, 页码: 21
作者:  Zhang, Rui;  Hu, Peiyan;  Meng, Qi;  Wang, Yue;  Zhu, Rongchan
收藏  |  浏览/下载：9/0  |  提交时间：2023/02/07
Monte Carlo fPINNs: Deep learning method for forward and inverse problems involving high dimensional fractional partial differential equations 期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2022, 卷号: 400, 页码: 17
作者:  Guo, Ling;  Wu, Hao;  Yu, Xiaochen;  Zhou, Tao
收藏  |  浏览/下载：7/0  |  提交时间：2023/02/07
Accelerating the Layup Sequences Design of Composite Laminates via Theory-Guided Machine Learning Models 期刊论文
POLYMERS, 2022, 卷号: 14, 期号: 15, 页码: 14
作者:  Liao, Zhenhao;  Qiu, Cheng;  Yang, Jun;  Yang, Jinglei;  Yang, Lei
收藏  |  浏览/下载：40/0  |  提交时间：2022/09/16

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