Forward to the Special Topic on “Solving Differential Equations with Deep Learning” Zhenya Yan EditorialNotes 25 March 2024 Pages: 389 - 390
A Deep Learning Method for Computing Eigenvalues of the Fractional Schrödinger Operator Yixiao GuoPingbing Ming OriginalPaper 25 January 2024 Pages: 391 - 412
NSNO: Neumann Series Neural Operator for Solving Helmholtz Equations in Inhomogeneous Medium Fukai ChenZiyang LiuZuoqiang Shi OriginalPaper 25 January 2024 Pages: 413 - 440
Structure-Preserving Recurrent Neural Networks for a Class of Birkhoffian Systems Shanshan XiaoMengyi ChenYifa Tang OriginalPaper 25 January 2024 Pages: 441 - 462
Number of Solitons Emerged in the Initial Profile of Shallow Water Using Convolutional Neural Networks Zhen WangShikun Cui OriginalPaper 26 January 2024 Pages: 463 - 479
A New Method for Solving Nonlinear Partial Differential Equations Based on Liquid Time-Constant Networks Jiuyun SunHuanhe DongYong Fang OriginalPaper 26 January 2024 Pages: 480 - 493
Pre-Training Physics-Informed Neural Network with Mixed Sampling and Its Application in High-Dimensional Systems Haiyi LiuYabin ZhangLei Wang OriginalPaper 26 January 2024 Pages: 494 - 510
Parallel Physics-Informed Neural Networks Method with Regularization Strategies for the Forward-Inverse Problems of the Variable Coefficient Modified KdV Equation Huijuan Zhou OriginalPaper 26 January 2024 Pages: 511 - 544
Physics-Informed Neural Networks with Two Weighted Loss Function Methods for Interactions of Two-Dimensional Oceanic Internal Solitary Waves Junchao SunYong ChenXiaoyan Tang OriginalPaper 26 January 2024 Pages: 545 - 566
Rational Solutions of First Order Algebraic Ordinary Differential Equations Shuang FengLiyong Shen OriginalPaper 25 January 2024 Pages: 567 - 580
Three-Rigid-Body-Particle Modeling and Optimization of Trajectory and Posture for Alpine Skiing Yijia ZhangQing FeiZhen Chen OriginalPaper 25 March 2024 Pages: 581 - 608
Distributed Least Squares Algorithm of Continuous-Time Stochastic Regression Model Based on Sampled Data Xinghua ZhuDie GanZhixin Liu OriginalPaper 15 January 2024 Pages: 609 - 628
Robust Feedback Set Stabilization of Logic Networks with State-Dependent Uncertain Switching and Control Constraints Chaoqun DaiYuqian GuoWeihua Gui OriginalPaper 25 March 2024 Pages: 629 - 646
Understanding Human and Machine Interaction from Decision Perspective: An Empirical Study Based on the Game of Go Ping ZhaoXuerong LiShouyang Wang OriginalPaper 25 March 2024 Pages: 647 - 667
Price Masking Strategy of Cross-Border E-Commerce Platform Financing Jianbin LiZhouxin HangShan Xiao OriginalPaper 25 March 2024 Pages: 668 - 691
Covariate-Assisted Matrix Completion with Multiple Structural Breaks Jing MengLong FengZhaojun Wang OriginalPaper 29 December 2023 Pages: 692 - 728
Product Form Solution of a Queuing-Inventory System with Lost Sales and Server Vacation Dequan YueYuying ZhangWuyi Yue OriginalPaper 25 March 2024 Pages: 729 - 758
Exploring Long-Memory Process in the Prediction of Interval-Valued Financial Time Series and Its Application Tingting ShenZhifu TaoHuayou Chen OriginalPaper 25 March 2024 Pages: 759 - 775
The Inherent Law of the Unpredictability of Financial Asset Price Fluctuations: Multistability and Chaos Enguo Gu OriginalPaper 25 March 2024 Pages: 776 - 804
Non-Convex Optimization of Resource Allocation in Fog Computing Using Successive Approximation Shiyong LiHuan LiuWei Sun OriginalPaper 25 March 2024 Pages: 805 - 840
Construction of Optimal Mixed-Level Uniform Designs Kashinath ChatterjeeMin-Qian LiuLiuqing Yang OriginalPaper 25 March 2024 Pages: 841 - 862
Partial Linear Model Averaging Prediction for Longitudinal Data Na LiYu FeiXinyu Zhang OriginalPaper 25 January 2024 Pages: 863 - 885
Weighted Probability Density Estimator with Updated Bandwidths Yi WuWei YuB. L. S. Prakasa Rao OriginalPaper 25 March 2024 Pages: 886 - 906