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Data-Driven Reduced-Order Models for Port-Hamiltonian Systems with
Operator Inference
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2025
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Yuwei Geng
Lili Ju
Boris Kramer
Zhu Wang
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Energy-Dissipative Spectral Renormalization Exponential Integrator Method for Gradient Flow Problems
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2024
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Dianming Hou
Lili Ju
Zhonghua Qiao
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Dynamically regularized Lagrange multiplier schemes with energy dissipation for the incompressible Navier-Stokes equations
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2024
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Cao-Kha Doan
ThiâThaoâPhuong Hoang
Lili Ju
Rihui Lan
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Low Regularity Integrators for the Conservative AllenâCahn Equation with a Nonlocal Constraint
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2024
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Cao-Kha Doan
ThiâThaoâPhuong Hoang
Lili Ju
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A novel bond-based nonlocal diffusion model with matrix-valued coefficients in non-divergence form and its collocation discretization
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2024
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Hao Tian
Junke Lu
Lili Ju
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Numerical analysis of a class of penalty discontinuous Galerkin methods
for nonlocal diffusion problems
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2024
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Qiang Du
Lili Ju
Jianfang Lu
Xiaochuan Tian
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Numerical analysis of a class of penalty discontinuous Galerkin methods for nonlocal diffusion problems
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2024
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Qiang Du
Lili Ju
Jianfang Lu
Xiaochuan Tian
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A parareal exponential integrator finite element method for semilinear parabolic equations
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2024
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Jianguo Huang
Lili Ju
Yuejin Xu
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Gradient preserving Operator Inference: Data-driven reduced-order models for equations with gradient structure
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2024
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Yuwei Geng
Jasdeep Singhï»ż
Lili Ju
Boris KrÀmer
Zhu Wang
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A high-order multi-time-step scheme for bond-based peridynamics
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2024
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Chenguang Liu
Jie Sun
Hao Tian
Wai Sun Don
Lili Ju
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EfficientGS: Streamlining Gaussian Splatting for Large-Scale
High-Resolution Scene Representation
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2024
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Wenkai Liu
Tao Guan
Bin Zhu
Lili Ju
Zikai Song
Dan Li
Yuesong Wang
Wei Yang
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Transferable Neural Networks for Partial Differential Equations
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2024
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Zezhong Zhang
Feng Bao
Lili Ju
Guannan Zhang
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A high-order multi-time-step scheme for bond-based peridynamics
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2024
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Chenguang Liu
Jie Sun
Hao Tian
Wai Sun Don
Lili Ju
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A novel bond-based nonlocal diffusion model with matrix-valued coefficients in non-divergence form and its collocation discretization
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2024
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Lili Ju
Tian Hao
Junke Lu
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Gradient Preserving Operator Inference: Data-Driven Reduced-Order Models for Equations with Gradient Structure
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2024
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Yuwei Geng
Jasdeep Singhï»ż
Lili Ju
Boris KrÀmer
Zhu Wang
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Dynamically Regularized Lagrange Multiplier Schemes with Energy Dissipation for the Incompressible Navier-Stokes Equations
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2024
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Cao-Kha Doan
Thi Thao Phuong Hoang
Lili Ju
Rihui Lan
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Second-Order Semi-Lagrangian Exponential Time Differencing Method with Enhanced Error Estimate for the Convective AllenâCahn Equation
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2023
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Jingwei Li
Rihui Lan
Yongyong Cai
Lili Ju
Xiaoqiang Wang
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Efficient Exponential Integrator Finite Element Method for Semilinear Parabolic Equations
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2023
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Jianguo Huang
Lili Ju
Yuejin Xu
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GLCC: A General Framework for Graph-Level Clustering
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2023
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Lili Ju
Yiyang Gu
Binqi Chen
Gongbo Sun
Yifang Qin
Xingyuming Liu
Xiao Luo
Ming Zhang
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Level Set Learning with Pseudoreversible Neural Networks for Nonlinear Dimension Reduction in Function Approximation
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2023
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Yuankai Teng
Zhu Wang
Lili Ju
Anthony Gruber
Guannan Zhang
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A Second-Order Implicit-Explicit Scheme for the Baroclinic-Barotropic Split System of Primitive Equations
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2023
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Rihui Lan
Lili Ju
Zhu Wang null
Max Gunzburger
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Fully discrete error analysis of firstâorder low regularity integrators for the AllenâCahn equation
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2023
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CaoâKha Doan
ThiâThaoâPhuong Hoang
Lili Ju
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A linear second-order maximum bound principle-preserving BDF scheme for the Allen-Cahn equation with a general mobility
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2023
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Dianming Hou
Lili Ju
Zhonghua Qiao
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Low regularity integrators for semilinear parabolic equations with maximum bound principles
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2023
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CaoâKha Doan
ThiâThaoâPhuong Hoang
Lili Ju
Katharina Schratz
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TransNet: Transferable Neural Networks for Partial Differential Equations
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2023
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Zezhong Zhang
Feng Bao
Lili Ju
Guannan Zhang
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Robust Dancer: Long-term 3D Dance Synthesis Using Unpaired Data
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2023
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Bin Feng
Tenglong Ao
Zequn Liu
Lili Ju
Libin Liu
Ming Zhang
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Learning Graph ODE for Continuous-Time Sequential Recommendation
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2023
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Yifang Qin
Lili Ju
Hongjun Wu
Xiao Luo
Ming Zhang
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TGNN: A Joint Semi-supervised Framework for Graph-level Classification
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2023
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Lili Ju
Xiao Luo
Meng Qu
Yifan Wang
Chong Chen
Minghua Deng
XianâSheng Hua
Ming Zhang
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Learning on Graphs under Label Noise
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2023
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Jingyang Yuan
Xiao Luo
Yifang Qin
Yusheng Zhao
Lili Ju
Ming Zhang
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FIMO: A Challenge Formal Dataset for Automated Theorem Proving
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2023
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C. Liu
Jianhao Shen
Huajian Xin
ZhengâYing Liu
Ye Yuan
Haiming Wang
Lili Ju
Chuanyang Zheng
Yichun Yin
Lin Li
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Redundancy-Free Self-Supervised Relational Learning for Graph Clustering
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2023
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Siyu Yi
Lili Ju
Yifang Qin
Xiao Luo
Luchen Liu
Yongdao Zhou
Ming Zhang
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Energy-dissipative spectral renormalization exponential integrator method for gradient flow problems
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2023
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Dianming Hou
Lili Ju
Zhonghua Qiao
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Deep surrogate model for learning Green's function associated with linear reaction-diffusion operator
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2023
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Junqing Ji
Lili Ju
Xiaoping Zhang
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A linear doubly stabilized Crank-Nicolson scheme for the Allen-Cahn equation with a general mobility
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2023
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Dianming Hou
Zhonghua Qiao
Lili Ju
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Stabilized exponential time differencing schemes for the convective AllenâCahn equation
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2022
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Yongyong Cai
Lili Ju
Rihui Lan
Jingwei Li
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Energetically consistent model reduction for metriplectic systems
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2022
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Anthony Gruber
Max Gunzburger
Lili Ju
Zhu Wang
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PDF
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A Multifidelity Monte Carlo Method for Realistic Computational Budgets
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2022
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Anthony Gruber
Max Gunzburger
Lili Ju
Zhu Wang
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Operator splitting based structure-preserving numerical schemes for the mass-conserving convective Allen-Cahn equation
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2022
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Rihui Lan
Jingwei Li
Yongyong Cai
Lili Ju
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Generalized SAV-Exponential Integrator Schemes for Allen--Cahn Type Gradient Flows
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2022
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Lili Ju
Xiao Li
Zhonghua Qiao
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Conservative Numerical Schemes with Optimal Dispersive Wave Relations: Part II. Numerical Evaluations
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2022
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Qingshan Chen
Lili Ju
Roger TĂ©mam
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Stabilized Exponential-SAV Schemes Preserving Energy Dissipation Law and Maximum Bound Principle for The AllenâCahn Type Equations
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2022
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Lili Ju
Xiao Li
Zhonghua Qiao
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Style Mixing and Patchwise Prototypical Matching for One-Shot Unsupervised Domain Adaptive Semantic Segmentation
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2022
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Xinyi Wu
Zhenyao Wu
Yuhang Lu
Lili Ju
Song Wang
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A comparison of neural network architectures for data-driven reduced-order modeling
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2022
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Anthony Gruber
Max Gunzburger
Lili Ju
Zhu Wang
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PDF
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High-order multirate explicit time-stepping schemes for the baroclinic-barotropic split dynamics in primitive equations
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2022
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Rihui Lan
Lili Ju
Zhu Wang
Max Gunzburger
Philip W. Jones
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Trace transfer-based diagonal sweeping domain decomposition method for the Helmholtz equation: Algorithms and convergence analysis
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2022
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Wei Leng
Lili Ju
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Issue Information
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2022
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Clayton Webster
George F. Pinder
J. R. Whiteman
Ismael Herrera
Marta DâElia
Lili Ju
Guannan Zhang
Muhammad Hamid
Muhammad Usman
Wei Wang
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Stabilized exponential-SAV schemes preserving energy dissipation law and maximum bound principle for the Allen-Cahn type equations
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2022
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Lili Ju
Xiao Li
Zhonghua Qiao
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Energetically Consistent Model Reduction for Metriplectic Systems
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2022
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Anthony Gruber
Max Gunzburger
Lili Ju
Zhu Wang
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+
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A Multifidelity Monte Carlo Method for Realistic Computational Budgets
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2022
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Anthony Gruber
Max Gunzburger
Lili Ju
Zhu Wang
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+
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Efficient Exponential Integrator Finite Element Method for Semilinear Parabolic Equations
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2022
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Jianguo Huang
Lili Ju
Yuejin Xu
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Kernel-based Substructure Exploration for Next POI Recommendation
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2022
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Lili Ju
Yifang Qin
Ziyue Qiao
Xiao Luo
Yifan Wang
Yanjie Fu
Ming Zhang
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Stabilized exponential time differencing schemes for the convective Allen-Cahn equation
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2022
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Yongyong Cai
Lili Ju
Rihui Lan
Jingwei Li
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DisenPOI: Disentangling Sequential and Geographical Influence for Point-of-Interest Recommendation
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2022
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Yifang Qin
Yifan Wang
Fang Sun
Lili Ju
Xuyang Hou
Zhe Wang
Jia Cheng
Jun Lei
Ming Zhang
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A linear second-order maximum bound principle-preserving BDF scheme for the Allen-Cahn equation with a general mobility
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2022
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Dianming Hou
Lili Ju
Zhonghua Qiao
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+
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Low regularity integrators for semilinear parabolic equations with maximum bound principles
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2022
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Cao-Kha Doan
ThiâThaoâPhuong Hoang
Lili Ju
Katharina Schratz
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+
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GLCC: A General Framework for Graph-Level Clustering
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2022
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Lili Ju
Yiyang Gu
Binqi Chen
Gongbo Sun
Yifang Qin
Xingyuming Liu
Xiao Luo
Ming Zhang
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Generalized SAV-exponential integrator schemes for Allen-Cahn type gradient flows
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2022
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Lili Ju
Xiao Li
Zhonghua Qiao
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PDF
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A Note on Comparison of F-measures
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2021
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Lili Ju
Wenxin Jiang
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PDF
Chat
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Level set learning with pseudo-reversible neural networks for nonlinear
dimension reduction in function approximation
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2021
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Yuankai Teng
Zhu Wang
Lili Ju
Anthony Gruber
Guannan Zhang
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PDF
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Parallel exponential time differencing methods for geophysical flow simulations
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2021
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Rihui Lan
Wei Leng
Zhu Wang
Lili Ju
Max Gunzburger
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Unconditionally stable exponential time differencing schemes for the massâconserving <scp>Allen<b>â</b>Cahn</scp> equation with nonlocal and local effects
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2021
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Kun Jiang
Lili Ju
Jingwei Li
Xiao Li
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PDF
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Unconditionally stable exponential time differencing schemes for the
mass-conserving Allen-Cahn equation with nonlocal and local effects
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2021
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Kun Jiang
Lili Ju
Jingwei Li
Xiao Li
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PDF
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DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation
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2021
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Xinyi Wu
Zhenyao Wu
Hao Guo
Lili Ju
Song Wang
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Parallel Exponential Time Differencing Methods for Geophysical Flow Simulations
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2021
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Rihui Lan
Wei Leng
Zhu Wang
Lili Ju
Max Gunzburger
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Unconditionally Maximum Bound Principle Preserving Linear Schemes for the Conservative AllenâCahn Equation with Nonlocal Constraint
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2021
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Jingwei Li
Lili Ju
Yongyong Cai
Xinlong Feng
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Maximum bound principle preserving integrating factor RungeâKutta methods for semilinear parabolic equations
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2021
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Lili Ju
Xiao Li
Zhonghua Qiao
Jiang Yang
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DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation
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2021
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Xinyi Wu
Zhenyao Wu
Hao Guo
Lili Ju
Song Wang
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Stabilized integrating factor Runge-Kutta method and unconditional preservation of maximum bound principle
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2021
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Jingwei Li
Xiao Li
Lili Ju
Xinlong Feng
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Nonlinear Level Set Learning for Function Approximation on Sparse Data with Applications to Parametric Differential Equations
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2021
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Anthony Gruber
Max Gunzburger
Lili Ju
Yuankai Teng
Zhu Wang
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Maximum Bound Principles for a Class of Semilinear Parabolic Equations and Exponential Time-Differencing Schemes
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2021
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Qiang Du
Lili Ju
Xiao Li
Zhonghua Qiao
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PDF
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Stabilized Integrating Factor Runge--Kutta Method and Unconditional Preservation of Maximum Bound Principle
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2021
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Jingwei Li
Xiao Li
Lili Ju
Xinlong Feng
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Learning Green's Functions of Linear Reaction-Diffusion Equations with Application to Fast Numerical Solver
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2021
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Yuankai Teng
Xiaoping Zhang
Zhu Wang
Lili Ju
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+
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Unconditionally stable exponential time differencing schemes for the mass-conserving Allen-Cahn equation with nonlocal and local effects
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2021
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Kun Jiang
Lili Ju
Jingwei Li
Xiao Li
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+
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Level set learning with pseudo-reversible neural networks for nonlinear dimension reduction in function approximation
|
2021
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Yuankai Teng
Zhu Wang
Lili Ju
Anthony Gruber
Guannan Zhang
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+
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Style Mixing and Patchwise Prototypical Matching for One-Shot Unsupervised Domain Adaptive Semantic Segmentation
|
2021
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Xinyi Wu
Zhenyao Wu
Yuhang Lu
Lili Ju
Song Wang
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+
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A Note on Comparison of F-measures
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2021
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Lili Ju
Wenxin Jiang
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PDF
Chat
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A Diagonal Sweeping Domain Decomposition Method with Source Transfer for the Helmholtz Equation
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2020
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Lili Ju
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Overlapping domain decomposition based exponential time differencing methods for semilinear parabolic equations
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2020
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Xiao Li
Lili Ju
ThiâThaoâPhuong Hoang
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+
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Nonoverlapping Localized Exponential Time Differencing Methods for Diffusion Problems
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2020
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ThiâThaoâPhuong Hoang
Lili Ju
Zhu Wang
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Adaptive Exponential Time Integration of the Navier-Stokes Equations
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2020
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Shujie Li
Lili Ju
Hang Si
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+
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A diagonal sweeping domain decomposition method with source transfer for the Helmholtz equation
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2020
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Wei Leng
Lili Ju
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PDF
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Numerical investigation of ensemble methods with block iterative solvers for evolution problems
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2020
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Lili Ju
Wei Leng
Zhu Wang
Shuai Yuan
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+
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Maximum bound principles for a class of semilinear parabolic equations and exponential time differencing schemes
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2020
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Qiang Du
Lili Ju
Xiao Li
Zhonghua Qiao
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+
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Trace Transfer-based Diagonal Sweeping Domain Decomposition Method for the Helmholtz Equation: Algorithms and Convergence Analysis
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2020
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Wei Leng
Lili Ju
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+
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Conservative numerical schemes with optimal dispersive wave relations -- Part II. Numerical evaluations
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2020
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Qingshan Chen
Lili Ju
Roger TĂ©mam
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+
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A spectral collocation method for nonlocal diffusion equations with volume constrained boundary conditions
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2019
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Hao Tian
Jing Zhang
Lili Ju
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PDF
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High order explicit local time stepping methods for hyperbolic conservation laws
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2019
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ThiâThaoâPhuong Hoang
Lili Ju
Wei Leng
Zhu Wang
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An efficient second-order linear scheme for the phase field model of corrosive dissolution
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2019
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Huadong Gao
Lili Ju
Ravindra Duddu
Hongwei Li
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A Discontinuous Galerkin Method with Penalty for One-Dimensional Nonlocal Diffusion Problems
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2019
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Qiang Du
Lili Ju
Jianfang Lu
Xiaochuan Tian
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PDF
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A fast compact time integrator method for a family of general order semilinear evolution equations
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2019
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Jianguo Huang
Lili Ju
Bo Wu
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A Stabilized Semi-Implicit Euler Gauge-Invariant Method for the Time-Dependent GinzburgâLandau Equations
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2019
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Huadong Gao
Lili Ju
Wen Xie
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PDF
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A fast compact exponential time differencing method for semilinear parabolic equations with Neumann boundary conditions
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2019
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Jianguo Huang
Lili Ju
Bo Wu
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PDF
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Conservative explicit local time-stepping schemes for the shallow water equations
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2019
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ThiâThaoâPhuong Hoang
Wei Leng
Lili Ju
Zhu Wang
Konstantin Pieper
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Exponential Time-Marching method for the Unsteady Navier-Stokes Equations
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2019
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Shujie Li
Lili Ju
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PDF
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An Additive Overlapping Domain Decomposition Method for the Helmholtz Equation
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2019
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Wei Leng
Lili Ju
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PDF
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Maximum Principle Preserving Exponential Time Differencing Schemes for the Nonlocal Allen--Cahn Equation
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2019
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Qiang Du
Lili Ju
Xiao Li
Zhonghua Qiao
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High Order Explicit Local Time-Stepping Methods For Hyperbolic Conservation Laws
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2019
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ThiâThaoâPhuong Hoang
Lili Ju
Wei Leng
Zhu Wang
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Conservative numerical schemes with optimal dispersive wave relations -- Part I. Derivations and analyses
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2019
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Qingshan Chen
Lili Ju
Roger TĂ©mam
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+
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Maximum principle preserving exponential time differencing schemes for the nonlocal Allen-Cahn equation
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2019
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Qiang Du
Lili Ju
Xiao Li
Zhonghua Qiao
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+
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Analysis of Fully Discrete Approximations for Dissipative Systems and Application to Time-Dependent Nonlocal Diffusion Problems
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2018
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Qiang Du
Lili Ju
Jianfang Lu
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PDF
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Fast spherical centroidal Voronoi mesh generation: A Lloyd-preconditioned LBFGS method in parallel
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2018
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Huanhuan Yang
Max Gunzburger
Lili Ju
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An exponential time-integrator scheme for steady and unsteady inviscid flows
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2018
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Shujie Li
LiâShi Luo
Z.J. Wang
Lili Ju
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Conservative finiteâvolume schemes for the quasiâgeostrophic equation on coastalâconforming unstructured primalâdual meshes
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2018
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Qingshan Chen
Lili Ju
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Stabilized linear semi-implicit schemes for the nonlocal CahnâHilliard equation
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2018
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Qiang Du
Lili Ju
Li Xiao
Zhonghua Qiao
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+
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Fast Time Integration of Navier-Stokes Equations with an Exponential-Integrator Scheme
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2018
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Shujie Li
Z.J. Wang
Lili Ju
LiâShi Luo
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Interactive Binary Image Segmentation with Edge Preservation
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2018
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Jianfeng Zhang
Liezhuo Zhang
Yuankai Teng
XiaoâPing Zhang
Song Wang
Lili Ju
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Overlapping localized exponential time differencing methods for diffusion problems
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2018
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ThiâThaoâPhuong Hoang
Lili Ju
Zhu Wang
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PDF
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An accurate and asymptotically compatible collocation scheme for nonlocal diffusion problems
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2017
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Xiao-Ping Zhang
Jiming Wu
Lili Ju
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A discontinuous Galerkin method for one-dimensional time-dependent nonlocal diffusion problems
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2017
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Qiang Du
Lili Ju
Jianfang Lu
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+
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Solving the quasi-geostrophic equation on unstructured coastal-conforming meshes
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2017
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Qingshan Chen
Lili Ju
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+
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Exponential Time Differencing Gauge Method for Incompressible Viscous Flows
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2017
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Lili Ju
Zhu Wang
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+
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A fast algorithm for solving the spaceâtime fractional diffusion equation
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2017
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Siwei Duo
Lili Ju
Yanzhi Zhang
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PDF
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A conservative nonlocal convectionâdiffusion model and asymptotically compatible finite difference discretization
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2017
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Hao Tian
Lili Ju
Qiang Du
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PDF
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Linear and unconditionally energy stable schemes for the binary fluidâsurfactant phase field model
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2017
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Xiaofeng Yang
Lili Ju
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Energy stability and error estimates of exponential time differencing schemes for the epitaxial growth model without slope selection
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2017
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Lili Ju
Li Xiao
Zhonghua Qiao
Hui Zhang
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Explicit Large Time Stepping with A Second-Order Exponential Time Integrator Scheme for Unsteady and Steady Flows
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2017
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Shujie Li
Z.J. Wang
Lili Ju
LiâShi Luo
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Overlapping Localized Exponential Time Differencing Methods for Diffusion Problems
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2017
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ThiâThaoâPhuong Hoang
Lili Ju
Zhu Wang
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+
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A Multistep Scheme for Decoupled Forward-Backward Stochastic Differential Equations
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2016
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Weidong Zhao
Wei Zhang
Lili Ju
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PDF
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Quadrature rules for finite element approximations of 1D nonlocal problems
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2016
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Xiao-Ping Zhang
Max Gunzburger
Lili Ju
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PDF
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Nodal-type collocation methods for hypersingular integral equations and nonlocal diffusion problems
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2015
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Xiao-Ping Zhang
Max Gunzburger
Lili Ju
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Fast High-Order Compact Exponential Time Differencing RungeâKutta Methods for Second-Order Semilinear Parabolic Equations
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2015
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Liyong Zhu
Lili Ju
Weidong Zhao
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+
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An Overlapping Domain Decomposition Preconditioner for the Helmholtz equation
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2015
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Wei Leng
Lili Ju
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+
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Fast Explicit Integration Factor Methods for Semilinear Parabolic Equations
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2014
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Lili Ju
Jian Zhang
Liyong Zhu
Qiang Du
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PDF
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Compact implicit integration factor methods for a family of semilinear fourth-order parabolic equations
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2014
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Lili Ju
Xinfeng Liu
Wei Leng
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+
PDF
Chat
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Advances in Studies and Applications of Centroidal Voronoi Tessellations
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2010
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Qiang Du
Max Gunzburger
Lili Ju
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3D open-surface shape correspondence for statistical shape modeling: Identifying topologically consistent landmarks
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2009
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Pahal Dalal
Lili Ju
Mike J. McLaughlin
Xiangrong Zhou
Hiroshi Fujita
Song Wang
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Adaptive anisotropic meshing for steady convection-dominated problems
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2009
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Hoa Nguyen
Max Gunzburger
Lili Ju
John Burkardt
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Analysis of a mixed finite-volume discretization of fourth-order equations on general surfaces
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2008
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Qiang Du
Lili Ju
Lixin Tian
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Convergence of the Lloyd Algorithm for Computing Centroidal Voronoi Tessellations
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2006
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Qiang Du
Maria Emelianenko
Lili Ju
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Finite Volume Methods on Spheres and Spherical Centroidal Voronoi Meshes
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2005
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Qiang Du
Lili Ju
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A Numerical Method for Controllability Problems for the Wave Equation
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2003
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Max Gunzburger
L. Steven Houl
Lili Ju
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Approximation of exact boundary controllability problems for the 1-D wave equation by optimization-based methods
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2003
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Lili Ju
Max Gunzburger
Lisheng Hou
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