Efficient mini-batch stochastic gradient descent with Centroidal Voronoi Tessellation for PDE-constrained optimization under uncertainty-Reference-Cited by-同舟云学术

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Efficient mini-batch stochastic gradient descent with Centroidal Voronoi Tessellation for PDE-constrained optimization under uncertainty

Published:2024-11 Issue: Volume:467 Page:134216
ISSN:0167-2789
Container-title:Physica D: Nonlinear Phenomena
language:en
Short-container-title:Physica D: Nonlinear Phenomena

Author:

Chen Liuhong,Xiong Meixin,Ming Ju,He Xiaoming^ORCID

Publisher

Elsevier BV

Reference46 articles.

1. Computational Optimization of Systems Governed by Partial Differential Equations;Borzì,2012

2. Numerical PDE-Constrained Optimization;Reyes,2015

3. Large-Scale PDE-Constrained Optimization in Applications;Hazra,2010

4. Optimization with PDE Constraints;Hinze,2008

5. Stochastic finite element methods for partial differential equations with random input data;Gunzburger;Acta Numer.,2014

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