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

  188 120 Pages:220-249

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

  Xiaoda Pan, Hengliang Zhu, Fan Yang & Xuan Zeng

  2013-09-05

  39190 3898 Pages:639-663

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

  Bangde Liu, Guang Lin

  2020-11-18

  62412 3326 Pages:1937-1969

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

  Chao Ma, Jianchun Wang & Weinan E

  2018-12-08

  59155 5193 Pages:947-962 Open-access

• VAE-KRnet and Its Applications to Variational Bayes

  Xiaoliang Wan, Shuangqing Wei

  2022-03-30

  52156 3201 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

  188 68 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

  29264 2735 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

  39872 3176 Pages:1529-1541

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

  Shuangping Li & Zhiwen Zhang

  2020-07-31

  46188 3348 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

  45325 4041 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

  44863 3291 Pages:619-638

• Thermal Response Variability of Random Polycrystalline Microstructures

  Bin Wen, Zheng Li & Nicholas Zabaras

  2011-10-01

  38937 3936 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

  39601 4030 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

  42115 3266 Pages:401-422

• Comparison of Invariant Manifolds for Model Reduction in Chemical Kinetics

  E. Chiavazzo, A. N. Gorban & I. V. Karlin

  2007-02-01

  37712 3894 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

  70293 6736 Pages:1-32

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

  Jian Yu, Deep Ray, Jan S. Hesthaven

  2022-09-29

  42916 3340 Pages:595-637

• An Improved Formulation for Hybridizable Discontinuous Galerkin Fluid-Structure Interaction Modeling with Reduced Computational Expense

  Jason P. Sheldon, Scott T. Miller & Jonathan S. Pitt

  2018-09-17

  45211 3752 Pages:1279-1299

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

  Michael Rom, Siegfried Müller

  2018-09-17

  46255 3334 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

  40547 4586 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

  38371 4255 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

  201 54 Pages:1262-1306

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

  Samih Zein, Benoît Colson & François Glineur

  2013-08-05

  43478 4296 Pages:1173-1188

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

  Björn Sjögreen & Jeffrey W. Banks

  2018-03-27

  38990 3820 Pages:386-410