scholarly journals Reduced Order Modeling for Nonlinear PDE-constrained Optimization using Neural Networks

2019 ◽  
Author(s):  
Nikolaj Takata Mucke ◽  
Lasse Hjuler Christiansen ◽  
Allan Peter Engsig-Karup ◽  
John Bagterp Jorgensen
Keyword(s):  
Neural Networks ◽  
Constrained Optimization ◽  
Reduced Order Modeling ◽  
Nonlinear Pde ◽  
Pde Constrained Optimization ◽  
Reduced Order

scholarly journals Reduced-Order Modeling of Deep Neural Networks

2021 ◽  
Vol 61 (5) ◽  
pp. 774-785
Author(s):  
J. Gusak ◽  
T. Daulbaev ◽  
E. Ponomarev ◽  
A. Cichocki ◽  
I. Oseledets
Keyword(s):  
Neural Networks ◽  
Deep Neural Networks ◽  
Reduced Order Modeling ◽  
Reduced Order
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