Search Results

• A Local Model Reduction Method Based on $k$-Nearest-Neighbors for Parametrized Nonlocal Problems

  Caixia Nan, Qiuqi Li, Huailing Song

  2025-01-22

  15523 981 Pages:220-249

• Subspace Trajectory Piecewise-Linear Model Order Reduction for Nonlinear Circuits

  Xiaoda Pan, Hengliang Zhu, Fan Yang, Xuan Zeng

  2013-09-05

  39330 3946 Pages:639-663

• High-Dimensional Nonlinear Multi-Fidelity Model with Gradient-Free Active Subspace Method

  Bangde Liu, Guang Lin

  2020-11-18

  62690 3393 Pages:1937-1969

• Model Reduction with Memory and the Machine Learning of Dynamical Systems

  Chao Ma, Jianchun Wang, Weinan E

  2018-12-08

  59466 5366 Pages:947-962 Open-access

• VAE-KRnet and Its Applications to Variational Bayes

  Xiaoliang Wan, Shuangqing Wei

  2022-03-30

  52385 3283 Pages:1049-1082

• Hamiltonian Reduction Using a Convolutional Auto-Encoder Coupled to a Hamiltonian Neural Network

  Raphaël Côte, Emmanuel Franck, Laurent Navoret, Guillaume Steimer, Vincent Vigon

  2025-09-02

  11887 914 Pages:315-352

• An Adaptive Method Based on Local Dynamic Mode Decomposition for Parametric Dynamical Systems

  Qiuqi Li, Chang Liu, Mengnan Li, Pingwen Zhang

  2024-01-31

  29533 2885 Pages:38-69

• A Numerical Thermal-Hydraulic Model to Simulate the Fast Transients in a Supercritical Water Channel Subjected to Sharp Pressure Variations

  Goutam Dutta, Jin Jiang, Rohit Maitri, Chao Zhang

  2020-07-31

  40005 3230 Pages:1529-1541

• Computing Eigenvalues and Eigenfunctions of Schrödinger Equations Using a Model Reduction Approach

  Shuangping Li, Zhiwen Zhang

  2020-07-31

  46400 3398 Pages:1073-1100

• The Role of Thermodynamics in Model Reduction When Using Invariant Grids

  Eliodoro Chiavazzo, Iliya V. Karlin, Alexander N. Gorban

  2010-08-01

  45565 4100 Pages:701-734

• A Three-Level Multi-Continua Upscaling Method for Flow Problems in Fractured Porous Media

  Maria Vasilyeva, Eric T. Chung, Yalchin Efendiev, Aleksey Tyrylgin

  2019-12-07

  45076 3337 Pages:619-638

• Thermal Response Variability of Random Polycrystalline Microstructures

  Bin Wen, Zheng Li, Nicholas Zabaras

  2011-10-01

  39083 3993 Pages:607-634

• RLC Equivalent Circuit Synthesis Method for Structure-Preserved Reduced-Order Model of Interconnect in VLSI

  Fan Yang, Xuan Zeng, Yangfeng Su, Dian Zhou

  2018-03-24

  39761 4105 Pages:376-396

• An Online Generalized Multiscale Discontinuous Galerkin Method (GMsDGM) for Flows in Heterogeneous Media

  Eric T. Chung, Yalchin Efendiev, Wing Tat Leung

  2018-04-08

  42275 3319 Pages:401-422

• Comparison of Invariant Manifolds for Model Reduction in Chemical Kinetics

  Eliodoro Chiavazzo, Alexander N. Gorban, Ilyia V. Karlin

  2007-02-01

  37866 3945 Pages:964-992

• Parametric POD-Galerkin Model Order Reduction for Unsteady-State Heat Transfer Problems

  Sokratia Georgaka, Giovanni Stabile, Gianluigi Rozza, Michael J. Bluck

  2020-03-06

  70569 6902 Pages:1-32

• A Diffusion Model Based Iterative Convolution Thresholding Method for Structural Topological Optimization

  Xiaonan Peng, Luyu Cen, Xiaoping Wang

  2026-04-10

  20 8 Pages:153-175

• Fourier Collocation and Reduced Basis Methods for Fast Modeling of Compressible Flows

  Jian Yu, Deep Ray, Jan S. Hesthaven

  2022-09-29

  43103 3390 Pages:595-637

• A Reduced Basis Method for the Homogenized Reynolds Equation Applied to Textured Surfaces

  Michael Rom, Siegfried Müller

  2018-09-17

  46496 3391 Pages:481-509

• Comparison of Fifth-Order WENO Scheme and Finite Volume WENO-Gas-Kinetic Scheme for Inviscid and Viscous Flow Simulation

  Jun Luo, Lijun Xuan, Kun Xu

  2013-09-05

  40704 4642 Pages:599-620

• A BEM/FEM Coupling Approach for Fluid-Structure Interaction Simulation of Cell Motion

  S. Y. Wang, P. Q. Chen, K. M. Lim, B. C. Khoo

  2010-07-01

  38540 4311 Pages:994-1026

• Time Integration Schemes Based on Neural Networks for Solving Partial Differential Equations on Coarse Grids

  Xinxin Yan, Zhideng Zhou, Xiaohan Cheng, Xiaolei Yang

  2024-12-02

  15989 1210 Pages:1262-1306

• An Efficient Sampling Method for Regression-Based Polynomial Chaos Expansion

  Samih Zein, Benoit Colson, Francois Glineur

  2013-08-05

  43669 4359 Pages:1173-1188

• Stability of Finite Difference Discretizations of Multi-Physics Interface Conditions

  Bjoern Sjoegreen, Jeffrey W. Banks

  2018-03-27

  39151 3897 Pages:386-410