Jingrun Chen - RankMe

80 papers A* 4A 1B 1Misc 1Journal 73

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A PINN-enriched finite element method for linear elliptic problems. J. Comput. Appl. Math. Xiao Chen, Yixin Luo, Jingrun Chen
2026	J	`jnl`	A local-global Graph Transformer model for fluid dynamics simulations. J. Comput. Sci. Jiamin Jiang, Jingrun Chen, Zhouwang Yang
2026	J	`jnl`	An operator learning method for solving partial differential equations: From transformer to adaptive low-rank resnet-type network. J. Comput. Phys. Jingfei Chen, Minxin Chen, Jingrun Chen
2026	J	`jnl`	High-precision randomized preconditioned iterative methods for the random feature method. J. Comput. Appl. Math. Longze Tan, Jingrun Chen
2026	J	`jnl`	OODBench: Out-of-Distribution Benchmark for Large Vision-Language Models. CoRR Ling Lin, Yang Bai, Heng Su, Congcong Zhu, Yaoxing Wang, Yang Zhou, Huazhu Fu, Jingrun Chen
2026	A*	`conf`	Physics-Informed Deformable Gaussian Splatting: Towards Unified Constitutive Laws for Time-Evolving Material Field. AAAI Haoqin Hong, Ding Fan, Fubin Dou, Zhi-Li Zhou, Haoran Sun, Congcong Zhu, Jingrun Chen
2026	J	`jnl`	Polynomial Preserving Recovery for a Crank-Nicolson Finite Element Method of the Second-Order Wave Equation. J. Sci. Comput. Jing Wu, Jingrun Chen
2026	J	`jnl`	Structure-preserving numerical schemes for the ground state of magnetic skyrmion based on the SAV approach. Commun. Nonlinear Sci. Numer. Simul. Jiayun He, Lei Yang, Jingrun Chen, Jiajun Zhan
2025	J	`jnl`	A Hybrid Discontinuous Galerkin Neural Network Method for Solving Hyperbolic Conservation Laws with Temporal Progressive Learning. CoRR Yan Shen, Jingrun Chen, Keke Wu
2025	J	`jnl`	A PINN-enriched finite element method for linear elliptic problems. CoRR Xiao Chen, Yixin Luo, Jingrun Chen
2025	J	`jnl`	A micro-macro decomposition-based asymptotic-preserving random feature method for multiscale radiative transfer equations. J. Comput. Phys. Jingrun Chen, Zheng Ma, Keke Wu
2025	J	`jnl`	An Unsupervised Network Architecture Search Method for Solving Partial Differential Equations. CoRR Qing Li, Jingrun Chen
2025	A*	`conf`	Consensus Based Stochastic Optimal Control. ICML Liyao Lyu, Jingrun Chen
2025	J	`jnl`	Direct mesh-free topology optimization using random feature method. Comput. Aided Des. Zijian Mei, Yang Huang, Jingrun Chen
2025	J	`jnl`	Numerical Homogenization of Landau-Lifshitz Equation with Rough Coefficients. CoRR Zetao Ma, Jingrun Chen, Rui Du, Lei Zhang
2025	J	`jnl`	On the adaptive deterministic block Kaczmarz method with momentum for solving large-scale consistent linear systems. J. Comput. Appl. Math. Longze Tan, Xueping Guo, Mingyu Deng, Jingrun Chen
2025	J	`jnl`	Physics-Informed Deformable Gaussian Splatting: Towards Unified Constitutive Laws for Time-Evolving Material Field. CoRR Haoqin Hong, Ding Fan, Fubin Dou, Zhi-Li Zhou, Haoran Sun, Congcong Zhu, Jingrun Chen
2025	A*	`conf`	Physics-informed Temporal Alignment for Auto-regressive PDE Foundation Models. ICML Congcong Zhu, Xiaoyan Xu, Jiayue Han, Jingrun Chen
2025	J	`jnl`	Physics-informed Temporal Alignment for Auto-regressive PDE Foundation Models. CoRR Congcong Zhu, Xiaoyan Xu, Jiayue Han, Jingrun Chen
2025	A	`conf`	STSA: Spatial-Temporal Semantic Alignment for Visual Dubbing. ICME Zijun Ding, Mingdie Xiong, Congcong Zhu, Jingrun Chen
2025	J	`jnl`	STSA: Spatial-Temporal Semantic Alignment for Visual Dubbing. CoRR Zijun Ding, Mingdie Xiong, Congcong Zhu, Jingrun Chen
2025	J	`jnl`	Stage-wise multi-focus fusion for numerous misaligned industrial images. Neurocomputing Wenjie Zhu, Xurong Chi, Jingrun Chen
2025	J	`jnl`	Uniformly accurate structure-preserving neural surrogates for radiative transfer. CoRR Mengjia Bai, Jingrun Chen, Keke Wu
2025	J	`jnl`	Weak Random Feature Method for Solving Partial Differential Equations. CoRR Mikhail Kuvakin, Zijian Mei, Jingrun Chen
2025	J	`jnl`	XI-DeepONet: An operator learning method for elliptic interface problems. J. Comput. Phys. Ran Bi, Jingrun Chen, Weibing Deng
2025	J	`jnl`	Xinyu AI Search: Enhanced Relevance and Comprehensive Results with Rich Answer Presentations. CoRR Bo Tang, Junyi Zhu, Chenyang Xi, Yunhang Ge, Jiahao Wu, Yuchen Feng, Yijun Niu, Wenqiang Wei, Yu Yu, Chunyu Li, Zehao Lin, Hao Wu, Ning Liao, Yebin Yang, Jiajia Wang, Zhiyu Li, Feiyu Xiong, Jingrun Chen
2024	J	`jnl`	A Micro-Macro Decomposition-Based Asymptotic-Preserving Random Feature Method for Multiscale Radiative Transfer Equations. CoRR Jingrun Chen, Zheng Ma, Keke Wu
2024	J	`jnl`	Analysis of the dynamic response for Kirchhoff plates by the element-free Galerkin method. J. Comput. Appl. Math. Huanhuan Ma, Jingrun Chen, Jiansong Deng
2024	J	`jnl`	Convergence Analysis of an Implicit Finite Difference Method for the Inertial Landau-Lifshitz-Gilbert Equation. J. Sci. Comput. Jingrun Chen, Panchi Li, Cheng Wang
2024	J	`jnl`	Error Analysis of the Deep Mixed Residual Method for High-order Elliptic Equations. CoRR Mengjia Bai, Jingrun Chen, Rui Du, Zhiwei Sun
2024	J	`jnl`	Error analysis of the element-free Galerkin method for a nonlinear plate problem. Comput. Math. Appl. Huanhuan Ma, Jingrun Chen, Jiansong Deng
2024	J	`jnl`	High-precision randomized iterative methods for the random feature method. CoRR Jingrun Chen, Longze Tan
2024	J	`jnl`	R-adaptive DeepONet: Learning Solution Operators for PDEs with Discontinuous Solutions Using an R-adaptive Strategy. CoRR Yameng Zhu, Jingrun Chen, Weibing Deng
2024	J	`jnl`	Random Batch Method with Momentum Correction. CoRR Yanshun Zhao, Jingrun Chen, Zhiwen Zhang
2024	J	`jnl`	Toward Quantifiable Face Age Transformation Under Attribute Unbias. IEEE Trans. Circuits Syst. Video Technol. Ling Lin, Tao Wang, Hao Liu, Congcong Zhu, Jingrun Chen
2024	Misc	`conf`	Toward Quantifiable Face age Transformation. ICASSP Ling Lin, Congcong Zhu, Lin Zhou, Jingrun Chen
2024	J	`jnl`	XI-DeepONet: An operator learning method for elliptic interface problems. CoRR Ran Bi, Jingrun Chen, Weibing Deng
2023	J	`jnl`	Convergence analysis of the element-free Galerkin method for plate bending problem. Comput. Math. Appl. Huanhuan Ma, Jingrun Chen, Jiansong Deng
2023	A*	`conf`	Exploring the Optimal Choice for Generative Processes in Diffusion Models: Ordinary vs Stochastic Differential Equations. NeurIPS Yu Cao, Jingrun Chen, Yixin Luo, Xiang Zhou
2023	J	`jnl`	Exploring the Optimal Choice for Generative Processes in Diffusion Models: Ordinary vs Stochastic Differential Equations. CoRR Yu Cao, Jingrun Chen, Yixin Luo, Xiang Zhou
2023	J	`jnl`	IMEX-RK methods for Landau-Lifshitz equation with arbitrary damping. CoRR Yan Gui, Cheng Wang, Jingrun Chen
2023	J	`jnl`	Micromagnetics simulations and phase transitions of ferromagnetics with Dzyaloshinskii-Moriya interaction. Commun. Nonlinear Sci. Numer. Simul. Panchi Li, Shuting Gu, Jin Lan, Jingrun Chen, Weiqing Ren, Rui Du
2023	J	`jnl`	Micromagnetics simulations and phase transitions of ferromagnetics with Dzyaloshinskii-Moriya interaction. CoRR Panchi Li, Shuting Gu, Jin Lan, Jingrun Chen, Weiqing Ren, Rui Du
2023	B	`conf`	Roughness Index for Loss Landscapes of Neural Network Models of Partial Differential Equations IEEE Big Data Keke Wu, Xiangru Jian, Rui Du, Jingrun Chen, Xiang Zhou
2023	J	`jnl`	Solving multiscale elliptic problems by sparse radial basis function neural networks. CoRR Zhiwen Wang, Minxin Chen, Jingrun Chen
2023	J	`jnl`	Solving multiscale elliptic problems by sparse radial basis function neural networks. J. Comput. Phys. Zhiwen Wang, Minxin Chen, Jingrun Chen
2023	J	`jnl`	The Random Feature Method for Solving Interface Problems. CoRR Xurong Chi, Jingrun Chen, Zhouwang Yang
2023	J	`jnl`	The Random Feature Method for Time-dependent Problems. CoRR Jingrun Chen, Weinan E, Yixin Luo
2022	J	`jnl`	A second-order numerical method for Landau-Lifshitz-Gilbert equation with large damping parameters. J. Comput. Phys. Yongyong Cai, Jingrun Chen, Cheng Wang, Changjian Xie
2022	J	`jnl`	Bridging Traditional and Machine Learning-based Algorithms for Solving PDEs: The Random Feature Method. CoRR Jingrun Chen, Xurong Chi, Weinan E, Zhouwang Yang
2022	J	`jnl`	Convergence analysis of an implicit finite difference method for the inertial Landau-Lifshitz-Gilbert equation. CoRR Jingrun Chen, Panchi Li, Cheng Wang
2022	J	`jnl`	MIM: A deep mixed residual method for solving high-order partial differential equations. J. Comput. Phys. Liyao Lyu, Zhen Zhang, Minxin Chen, Jingrun Chen
2022	J	`jnl`	On the Multiscale Landau-Lifshitz-Gilbert Equation: Two-Scale Convergence and Stability Analysis. Multiscale Model. Simul. Jingrun Chen, Rui Du, Zetao Ma, Zhiwei Sun, Lei Zhang
2021	J	`jnl`	A Deep Learning Based Discontinuous Galerkin Method for Hyperbolic Equations with Discontinuous Solutions and Random Uncertainties. CoRR Jingrun Chen, Shi Jin, Liyao Lyu
2021	J	`jnl`	A Gauss-Seidel projection method with the minimal number of updates for stray field in micromagnetic simulations. CoRR Panchi Li, Zetao Ma, Rui Du, Jingrun Chen
2021	J	`jnl`	A Machine-Learning Method for Time-Dependent Wave Equations over Unbounded Domains. CoRR Changjian Xie, Jingrun Chen, Xiantao Li
2021	J	`jnl`	A framework of the finite element solution of the Landau-Lifshitz-Gilbert equation on tetrahedral meshes. J. Comput. Phys. Lei Yang, Jingrun Chen, Guanghui Hu
2021	J	`jnl`	A second-order semi-implicit method for the inertial Landau-Lifshitz-Gilbert equation. CoRR Panchi Li, Lei Yang, Jin Lan, Rui Du, Jingrun Chen
2021	J	`jnl`	Convergence Analysis of A Second-order Accurate, Linear Numerical Scheme for The Landau-Lifshitz Equation with Large Damping Parameters. CoRR Yongyong Cai, Jingrun Chen, Cheng Wang, Changjian Xie
2021	J	`jnl`	Understanding Loss Landscapes of Neural Network Models in Solving Partial Differential Equations. CoRR Keke Wu, Rui Du, Jingrun Chen, Xiang Zhou
2020	J	`jnl`	A Multiscale Reduced Basis Method for the Schrödinger Equation With Multiscale and Random Potentials. Multiscale Model. Simul. Jingrun Chen, Dingjiong Ma, Zhiwen Zhang
2020	J	`jnl`	A comprehensive study of boundary conditions when solving PDEs by DNNs. CoRR Jingrun Chen, Rui Du, Keke Wu
2020	J	`jnl`	Enforcing exact boundary and initial conditions in the deep mixed residual method. CoRR Liyao Lyu, Keke Wu, Rui Du, Jingrun Chen
2020	J	`jnl`	MIM: A deep mixed residual method for solving high-order partial differential equations. CoRR Liyao Lyu, Zhen Zhang, Minxin Chen, Jingrun Chen
2020	J	`jnl`	Second-order semi-implicit projection methods for micromagnetics simulations. J. Comput. Phys. Changjian Xie, Carlos J. García-Cervera, Cheng Wang, Zhennan Zhou, Jingrun Chen
2020	J	`jnl`	Two improved Gauss-Seidel projection methods for Landau-Lifshitz-Gilbert equation. J. Comput. Phys. Panchi Li, Changjian Xie, Rui Du, Jingrun Chen, Xiao-Ping Wang
2019	J	`jnl`	A Multiscale Finite Element Method for the Schrödinger Equation with Multiscale Potentials. SIAM J. Sci. Comput. Jingrun Chen, Dingjiong Ma, Zhiwen Zhang
2019	J	`jnl`	A multiscale reduced basis method for Schrödinger equation with multiscale and random potentials. CoRR Jingrun Chen, Dingjiong Ma, Zhiwen Zhang
2019	J	`jnl`	Connecting exciton diffusion with surface roughness via deep learning. CoRR Liyao Lyu, Zhiwen Zhang, Jingrun Chen
2019	J	`jnl`	Efficient multiscale methods for the semiclassical Schrödinger equation with time-dependent potentials. CoRR Jingrun Chen, Sijing Li, Zhiwen Zhang
2019	J	`jnl`	Estimation of exciton diffusion lengths of organic semiconductors in random domains. J. Comput. Phys. Jingrun Chen, Ling Lin, Zhiwen Zhang, Xiang Zhou
2019	J	`jnl`	Numerical methods for antiferromagnetics. CoRR Panchi Li, Jingrun Chen, Rui Du, Xiao-Ping Wang
2019	J	`jnl`	Quasi-Monte Carlo sampling for machine-learning partial differential equations. CoRR Jingrun Chen, Rui Du, Panchi Li, Liyao Lyu
2019	J	`jnl`	Second-order semi-implicit projection methods for micromagnetics simulations. CoRR Changjian Xie, Carlos J. García-Cervera, Cheng Wang, Zhennan Zhou, Jingrun Chen
2019	J	`jnl`	Two improved Gauss-Seidel projection methods for Landau-Lifshitz-Gilbert equation. CoRR Panchi Li, Changjian Xie, Rui Du, Jingrun Chen, Xiao-Ping Wang
2017	J	`jnl`	An efficient multigrid strategy for large-scale molecular mechanics optimization. J. Comput. Phys. Jingrun Chen, Carlos J. García-Cervera
2016	J	`jnl`	Analysis of the divide-and-conquer method for electronic structure calculations. Math. Comput. Jingrun Chen, Jianfeng Lu
2016	J	`jnl`	On a Schrödinger-Landau-Lifshitz System: Variational Structure and Numerical Methods. Multiscale Model. Simul. Jingrun Chen, Jian-Guo Liu, Zhennan Zhou
2015	J	`jnl`	A Mean-Field Model for Spin Dynamics in Multilayered Ferromagnetic Media. Multiscale Model. Simul. Jingrun Chen, Carlos J. García-Cervera, Xu Yang
2015	J	`jnl`	An Atomistic/Continuum Coupling Method Using Enriched Bases. Multiscale Model. Simul. Jingrun Chen, Carlos J. García-Cervera, Xiantao Li