Search Results

• Weak Minimization-Sampling Network for Solving PDEs

  Zhenqian E, Weiguo Gao

  2026-01-03

  DOI:10.4208/cicp.OA-2024-0153

  1940 120 pp. 696-712

• Deep Learning-Based Reduced-Order Methods for Fast Transient Dynamics

  Martina Cracco, Giovanni Stabile, Andrea Lario, Armin Sheidani, Martin Larcher, Folco Casadei, Georgios Valsamos, Gianluigi Rozza

  2026-01-03

  DOI:10.4208/cicp.OA-2024-0168

  2158 190 pp. 635-660

• Estimating Primaries by Sparse Inversion with Cost-Effective Computation

  Xiaopeng Zhou, Yike Liu, Lanshu Bai

  2020-06-05

  DOI:10.4208/cicp.OA-2018-0065

  48601 4458 pp. 477-497

• Integral Regularization PINNs for Evolution Equations

  Xiaodong Feng, Haojiong Shangguan, Tao Tang, Xiaoliang Wan

  2026-02-15

  DOI:10.4208/cicp.OA-2025-0082

  4126 195 pp. 356-386

• Preface

  2020-11-18

  382 105 pp. i-i

• Finite Neuron Method and Convergence Analysis

  Jinchao Xu

  2020-11-18

  DOI:10.4208/cicp.OA-2020-0191

  70604 3843 pp. 1707-1745

• A Multi-Scale DNN Algorithm for Nonlinear Elliptic Equations with Multiple Scales

  Xi-An Li, Zhi-Qin John Xu, Lei Zhang

  2020-11-18

  DOI:10.4208/cicp.OA-2020-0187

  67430 3706 pp. 1886-1906

• MHDnet: Physics-Preserving Learning for Solving Magnetohydrodynamics Problems

  Xiaofei Guan, Boya Hu, Shipeng Mao, Xintong Wang, Zihao Yang

  2024-10-29

  DOI:10.4208/cicp.OA-2024-0002

  21792 1258 pp. 943-976

• Exact Solution of the Riemann Problem for the One-Dimensional Blood Flow Equations with General Constant Momentum Correction Coefficient

  Alessandra Spilimbergo, Eleuterio F. Toro, Lucas O. Müller

  2024-10-09

  DOI:10.4208/cicp.OA-2023-0250

  15812 1293 pp. 711-780

• Multi-Scale Deep Neural Network (MscaleDNN) for Solving Poisson-Boltzmann Equation in Complex Domains

  Ziqi Liu, Wei Cai, Zhi-Qin John Xu

  2020-11-18

  DOI:10.4208/cicp.OA-2020-0179

  74201 3754 pp. 1970-2001

• Strong Convergence and Speed up of Nested Stochastic Simulation Algorithm

  Can Huang, Di Liu

  2020-07-31

  DOI:10.4208/cicp.290313.051213s

  40949 3920 pp. 1207-1236

• Data Generation-Based Operator Learning for Solving Partial Differential Equations on Unbounded Domains

  Jihong Wang, Xin Wang, Jing Li, Bin Liu

  2025-05-29

  DOI:10.4208/cicp.OA-2023-0327

  9043 520 pp. 1383-1416