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Stephan Hoyer: "Improving PDE solvers and PDE-constrained optimization with deep learning and di..."
Stefan Volkwein: Introduction to PDE-constrained optimization - lecture 1
Stefan Volkwein: Introduction to PDE-constrained optimization - lecture 2
Stephan Hoyer (Google): Deep learning and differentiable simulations
Challenges in Solving Large scale PDE-constrained Optimization
Large-scale stochastic PDE-constrained optimization - Prof. Omar Ghattas
PDE-Constrained Models with Neural Network Terms: Optimization and Global Convergence || Aug 13,2021
jInv.jl: Parallel PDE Constrained Optimization | Lars Ruthotto | JuliaCon 2016
PDE-constrained Optimization Using JuliaSmoothOptimizers | Tangi Migot | JuliaCon 2022
1.05 - Hoyer - Data Driven Discretization for Partial Differential Equations
PDE - Chapter II - Section 3.1
FBSNNs