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浏览/检索结果: 共13条，第1-10条 帮助 限定条件 发表日期：2022    内容类型：期刊论文    专题：数学与系统科学研究院    第一署名单位    第一作者单位    通讯作者单位     已选(0)清除 条数/页：5101520253035404550556065707580859095100   排序方式：请选择作者升序作者降序题名升序题名降序发表日期升序发表日期降序提交时间升序提交时间降序 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：11/0  |  提交时间：2023/02/07 Deep learning  Neural networks  Discovery of dynamics  Source-free dynamics  Volume-preserving   Data-driven soliton mappings for integrable fractional nonlinear wave equations via deep learning with Fourier neural operator 期刊论文 CHAOS SOLITONS & FRACTALS, 2022, 卷号: 165, 页码: 14 作者:  Zhong, Ming;  Yan, Zhenya 收藏  |  浏览/下载：11/0  |  提交时间：2023/02/07 Integrable fractional nonlinear wave equations  Fourier neural operator  Deep learning  Data-driven soliton mapping  Activation function  Channel of fully-connected layer   Deep graph level anomaly detection with contrastive learning 期刊论文 SCIENTIFIC REPORTS, 2022, 卷号: 12, 期号: 1, 页码: 11 作者:  Luo, Xuexiong;  Wu, Jia;  Yang, Jian;  Xue, Shan;  Peng, Hao 收藏  |  浏览/下载：14/0  |  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：9/0  |  提交时间：2023/02/07 GeneralizedGrossPitaevskiiequation  ComplexPT-symmetricpotentials  Physics-informeddeepneuralnetworks  Data-driven rogue waves and parameters discovery discovery   Data-driven discoveries of B?cklund transformations and soliton evolution equations via deep neural network learning schemes 期刊论文 PHYSICS LETTERS A, 2022, 卷号: 450, 页码: 15 作者:  Zhou, Zijian;  Wang, Li;  Yan, Zhenya 收藏  |  浏览/下载：2/0  |  提交时间：2023/02/07 Deep neural networks  B?cklund transform  Miura transform  Soliton equations  Breathers  Solitons   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：12/0  |  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：11/0  |  提交时间：2023/02/07 Physics -informed neural networks  Fractional Laplacian  Nonlocal operators  Uncertainty quantification   Networked Knowledge and Complex Networks: An Engineering View 期刊论文 IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2022, 卷号: 9, 期号: 8, 页码: 1366-1383 作者:  Lu, Jinhu;  Wen, Guanghui;  Lu, Ruqian;  Wang, Yong;  Zhang, Songmao 收藏  |  浏览/下载：19/0  |  提交时间：2023/02/07 Complex network  knowledge graph  networked knowledge  neural network   Data-Driven Deep Learning for The Multi-Hump Solitons and Parameters Discovery in NLS Equations with Generalized PT-Scarf-II Potentials 期刊论文 NEURAL PROCESSING LETTERS, 2022, 页码: 19 作者:  Zhong, Ming;  Zhang, Jian-Guo;  Zhou, Zijian;  Tian, Shou-Fu;  Yan, Zhenya 收藏  |  浏览/下载：6/0  |  提交时间：2023/02/07 Focusing and defocusing nonlinear Schrodinger equations  Generalized PT-Scarf-II potential  Physics-informed deep neural networks  Data-driven solitons and parameters discovery   eFraudCom: An E-commerce Fraud Detection System via Competitive Graph Neural Networks 期刊论文 ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2022, 卷号: 40, 期号: 3, 页码: 29 作者:  Zhang, Ge;  Li, Zhao;  Huang, Jiaming;  Wu, Jia;  Zhou, Chuan 收藏  |  浏览/下载：26/0  |  提交时间：2022/04/29 Online e-commerce platforms  fraud detection system  graph neural networks