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Dimensional reduction technique for the prediction of global and local responses of unidirectional composite with matrix nonlinearity and varying fiber packing geometry
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Input reduction for nonlinear thermal surface loads
Simulation of the interaction of light with 3‐D metallic nanostructures using a proper orthogonal decomposition‐Galerkin reduced‐order discontinuous Galerkin time‐domain method
Waveform Inversion with a Data Driven Estimate of the Internal Wave
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A fully adaptive nonintrusive reduced-order modelling approach for parametrized time-dependent problems
Fahad Alsayyari, Zoltán Perkó, Marco Tiberga, Jan Leen Kloosterman and Danny Lathouwers Computer Methods in Applied Mechanics and Engineering 373 113483 (2021) https://doi.org/10.1016/j.cma.2020.113483
Model-based optimized steering and focusing of local magnetic particle concentrations for targeted drug delivery
A stabilized mixed space–time Proper Generalized Decomposition for the Navier–Stokes equations
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On Optimal Pointwise in Time Error Bounds and Difference Quotients for the Proper Orthogonal Decomposition
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Learning physics-based models from data: perspectives from inverse problems and model reduction
Advances in Dynamics, Optimization and Computation
Christian Jäkle and Stefan Volkwein Studies in Systems, Decision and Control, Advances in Dynamics, Optimization and Computation 304 238 (2020) https://doi.org/10.1007/978-3-030-51264-4_10
IUTAM Symposium on Model Order Reduction of Coupled Systems, Stuttgart, Germany, May 22–25, 2018
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Two-Grid Based Adaptive Proper Orthogonal Decomposition Method for Time Dependent Partial Differential Equations
A posteriori snapshot location for POD in optimal control of linear parabolic equations
Alessandro Alla, Carmen Grässle and Michael Hinze ESAIM: Mathematical Modelling and Numerical Analysis 52(5) 1847 (2018) https://doi.org/10.1051/m2an/2018009
A New Algorithm of Proper Generalized Decomposition for Parametric Symmetric Elliptic Problems
M. Azaïez, F. Ben Belgacem, J. Casado-Díaz, T. Chacón Rebollo and F. Murat SIAM Journal on Mathematical Analysis 50(5) 5426 (2018) https://doi.org/10.1137/17M1137164
Projection methods for stochastic dynamic systems: A frequency domain approach
Non‐intrusive reduced‐order modeling for multiphase porous media flows using Smolyak sparse grids
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A residual based snapshot location strategy for POD in distributed optimal control of linear parabolic equations
Reduced Order Methods for Modeling and Computational Reduction
Toni Lassila, Andrea Manzoni, Alfio Quarteroni and Gianluigi Rozza Reduced Order Methods for Modeling and Computational Reduction 235 (2014) https://doi.org/10.1007/978-3-319-02090-7_9
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Maurizio Falcone and Marco Verani Lecture Notes in Computational Science and Engineering, Optimization with PDE Constraints 101 65 (2014) https://doi.org/10.1007/978-3-319-08025-3_3
Certification of projection-based reduced order modelling in computational homogenisation by the constitutive relation error
P. Kerfriden, J. J. Ródenas and S. P.-A. Bordas International Journal for Numerical Methods in Engineering 97(6) 395 (2014) https://doi.org/10.1002/nme.4588
Error estimates for Galerkin reduced-order models of the semi-discrete wave equation
High-performance model reduction techniques in computational multiscale homogenization
J.A. Hernández, J. Oliver, A.E. Huespe, M.A. Caicedo and J.C. Cante Computer Methods in Applied Mechanics and Engineering 276 149 (2014) https://doi.org/10.1016/j.cma.2014.03.011
Control and Optimization with PDE Constraints
Alessandro Alla and Maurizio Falcone International Series of Numerical Mathematics, Control and Optimization with PDE Constraints 164 1 (2013) https://doi.org/10.1007/978-3-0348-0631-2_1
A partitioned model order reduction approach to rationalise computational expenses in nonlinear fracture mechanics