Jingrun Chen
Results
Journal Article
A Consensus-Based Global Optimization Method with Adaptive Momentum Estimation
Communications in Computational Physics, Vol. 31 (2022), Iss. 4 : pp. 1296–1316
Journal Article
Towards a Unified Macroscopic Description of Exciton Diffusion in Organic Semiconductors
Communications in Computational Physics, Vol. 20 (2016), Iss. 3 : pp. 754–772
Journal Article
A Constrained Cauchy-Born Elasticity Accelerated Multigrid Method for Nanoindentation
Communications in Computational Physics, Vol. 15 (2014), Iss. 2 : pp. 470–486
Journal Article
An Efficient Multigrid Method for Molecular Mechanics Modeling in Atomic Solids
Communications in Computational Physics, Vol. 10 (2011), Iss. 1 : pp. 70–89
Journal Article
A Comparison Study of Deep Galerkin Method and Deep Ritz Method for Elliptic Problems with Different Boundary Conditions
Communications in Mathematical Research , Vol. 36 (2020), Iss. 3 : pp. 354–376
Journal Article
Enforcing Exact Boundary and Initial Conditions in the Deep Mixed Residual Method
CSIAM Transactions on Applied Mathematics, Vol. 2 (2021), Iss. 4 : pp. 748–775
Journal Article
A Deep Learning Based Discontinuous Galerkin Method for Hyperbolic Equations with Discontinuous Solutions and Random Uncertainties
Journal of Computational Mathematics, Vol. 41 (2023), Iss. 6 : pp. 1281–1304
Journal Article
Bridging Traditional and Machine Learning-Based Algorithms for Solving PDEs: The Random Feature Method
Journal of Machine Learning, Vol. 1 (2022), Iss. 3 : pp. 268–298
Journal Article
A Second-Order Semi-Implicit Method for the Inertial Landau-Lifshitz-Gilbert Equation
Numerical Mathematics: Theory, Methods and Applications, Vol. 16 (2023), Iss. 1 : pp. 182–203
Journal Article
Quasi-Monte Carlo Sampling for Solving Partial Differential Equations by Deep Neural Networks
Numerical Mathematics: Theory, Methods and Applications, Vol. 14 (2021), Iss. 2 : pp. 377–404
Journal Article
A QMC-Deep Learning Method for Diffusivity Estimation in Random Domains
Numerical Mathematics: Theory, Methods and Applications, Vol. 13 (2020), Iss. 4 : pp. 908–927
Journal Article
A Label-Free Hybrid Iterative Numerical Transferable Solver for Partial Differential Equations
CSIAM Transactions on Applied Mathematics, Vol. 5 (2024), Iss. 4 : pp. 712–734