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A FOM/ROM Hybrid Approach for Accelerating Numerical Simulations

Journal Article · · Journal of Scientific Computing
Not provided.
Research Organization:
Univ. of South Carolina, Columbia, SC (United States)
Sponsoring Organization:
USDOE Office of Science (SC)
DOE Contract Number:
SC0020270;
OSTI ID:
1976688
Journal Information:
Journal of Scientific Computing, Journal Name: Journal of Scientific Computing Journal Issue: 3 Vol. 89; ISSN 0885-7474
Publisher:
Springer
Country of Publication:
United States
Language:
English

References (23)

Time-parallel implicit integrators for the near-real-time prediction of linear structural dynamic responses
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  • International Journal for Numerical Methods in Engineering, Vol. 67, Issue 5 https://doi.org/10.1002/nme.1653
journal January 2006
Adaptive h -refinement for reduced-order models : ADAPTIVE journal November 2014
Adaptive basis construction and improved error estimation for parametric nonlinear dynamical systems
  • Chellappa, Sridhar; Feng, Lihong; Benner, Peter
  • International Journal for Numerical Methods in Engineering, Vol. 121, Issue 23 https://doi.org/10.1002/nme.6462
journal August 2020
On the Use of Reduced Basis Methods to Accelerate and Stabilize the Parareal Method book January 2014
Neural network closures for nonlinear model order reduction journal January 2018
A Training Set Subsampling Strategy for the Reduced Basis Method journal November 2021
DEIM reduced order model constructed by hybrid snapshot simulation journal December 2020
Approximate partitioned method of snapshots for POD journal December 2016
An adaptive parareal algorithm journal October 2020
Online adaptive basis refinement and compression for reduced-order models via vector-space sieving journal June 2020
POD-DL-ROM: Enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decomposition journal January 2022
Equation-free/Galerkin-free POD-assisted computation of incompressible flows journal August 2005
Model reduction of dynamical systems on nonlinear manifolds using deep convolutional autoencoders journal November 2019
Implicit higher-order moment matching technique for model reduction of quadratic-bilinear systems journal February 2021
Reduced Basis Greedy Selection Using Random Training Sets journal July 2020
Reduced basis method for finite volume approximations of parametrized linear evolution equations journal March 2008
Reduced-order modeling of advection-dominated systems with recurrent neural networks and convolutional autoencoders journal March 2021
QLMOR: A Projection-Based Nonlinear Model Order Reduction Approach Using Quadratic-Linear Representation of Nonlinear Systems journal September 2011
Equation-Free/Galerkin-Free Reduced-Order Modeling of the Shallow Water Equations Based on Proper Orthogonal Decomposition journal June 2009
An Efficient Output Error Estimation for Model Order Reduction of Parametrized Evolution Equations journal January 2015
A New Selection Operator for the Discrete Empirical Interpolation Method---Improved A Priori Error Bound and Extensions journal January 2016
Model Reduction for Transport-Dominated Problems via Online Adaptive Bases and Adaptive Sampling journal January 2020
Reduced-Order Modeling Based on Hybrid Snapshot Simulation journal June 2020

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