SIAM Journal on Scientific Computing
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Published By Society For Industrial And Applied Mathematics

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scholarly journals Generative Ensemble Regression: Learning Particle Dynamics from Observations of Ensembles with Physics-informed Deep Generative Models

2022 ◽  
Vol 44 (1) ◽  
pp. B80-B99
Author(s):  
Liu Yang ◽  
Constantinos Daskalakis ◽  
George E. Karniadakis
Keyword(s):  
Particle Dynamics ◽  
Generative Models ◽  
Regression Learning ◽  
Ensemble Regression

scholarly journals Approximation Error Analysis of Some Deep Backward Schemes for Nonlinear PDEs

2022 ◽  
Vol 44 (1) ◽  
pp. A28-A56
Author(s):  
Maximilien Germain ◽  
Huyên Pham ◽  
Xavier Warin
Keyword(s):  
Error Analysis ◽  
Approximation Error ◽  
Nonlinear Pdes

scholarly journals A High-Order Discontinuous Galerkin Method for the Poro-elasto-acoustic Problem on Polygonal and Polyhedral Grids

2022 ◽  
Vol 44 (1) ◽  
pp. B1-B28
Author(s):  
Paola F. Antonietti ◽  
Michele Botti ◽  
Ilario Mazzieri ◽  
Simone Nati Poltri
Keyword(s):  
Galerkin Method ◽  
Discontinuous Galerkin ◽  
Discontinuous Galerkin Method ◽  
High Order ◽  
Acoustic Problem

scholarly journals Control of Bifurcation Structures using Shape Optimization

2022 ◽  
Vol 44 (1) ◽  
pp. A57-A76
Author(s):  
Nicolas Boullé ◽  
Patrick E. Farrell ◽  
Alberto Paganini
Keyword(s):  
Shape Optimization ◽  
Bifurcation Structures

scholarly journals Large-Scale Optimization with Linear Equality Constraints Using Reduced Compact Representation

2022 ◽  
Vol 44 (1) ◽  
pp. A103-A127
Author(s):  
Johannes J. Brust ◽  
Roummel F. Marcia ◽  
Cosmin G. Petra ◽  
Michael A. Saunders
Keyword(s):  
Large Scale ◽  
Equality Constraints ◽  
Compact Representation ◽  
Large Scale Optimization ◽  
Linear Equality Constraints ◽  
Linear Equality ◽  
Scale Optimization

A Mixed-Integer PDE-Constrained Optimization Formulation for Electromagnetic Cloaking

2022 ◽  
Vol 44 (1) ◽  
pp. B29-B50
Author(s):  
Ryan H. Vogt ◽  
Sven Leyffer ◽  
Todd S. Munson
Keyword(s):  
Constrained Optimization ◽  
Mixed Integer ◽  
Pde Constrained Optimization ◽  
Optimization Formulation

scholarly journals Conservative and Accurate Solution Transfer Between High-Order and Low-Order Refined Finite Element Spaces

2022 ◽  
Vol 44 (1) ◽  
pp. A1-A27
Author(s):  
Tzanio Kolev ◽  
Will Pazner
Keyword(s):  
Finite Element ◽  
Accurate Solution ◽  
High Order ◽  
Solution Transfer ◽  
Low Order

scholarly journals An Element-Based Preconditioner for Mixed Finite Element Problems

2021 ◽  
pp. S884-S907
Author(s):  
Tyrone Rees ◽  
Michael Wathen
Keyword(s):  
Finite Element ◽  
Mixed Finite Element
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