Bilevel optimization for learning hyperparameters: Application to solving PDEs and inverse problems with Gaussian processes [PDF]
Nicholas H. Nelsen +4 more
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Stability for an inverse problem for a two-speed hyperbolic PDE in one space dimension [PDF]
Rakesh Rakesh, Paul Sacks
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INVERSE-INITIAL PROBLEM FOR TIME-DEGENERATE PDE INVOLVING THE BI-ORDINAL HILFER DERIVATIVE [PDF]
Erkinjon Karimov +2 more
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Implementing physics-informed neural networks with deep learning for differential equations. [PDF]
Emmert-Streib F +3 more
europepmc +1 more source
Fast automated adjoints for spectral PDE solvers. [PDF]
Skene CS, Burns KJ.
europepmc +1 more source
Calderón problem for nonlocal viscous wave equations: Unique determination of linear and nonlinear perturbations. [PDF]
Zimmermann P.
europepmc +1 more source
Fast Numerical Solvers for Parameter Identification Problems in Mathematical Biology. [PDF]
Benková K, Pearson JW, Ptashnyk M.
europepmc +1 more source
Hyper-Differential Sensitivity Analysis of Inverse Problems Governed by PDEs.
Isaac Sunseri +3 more
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Parameter identification for PDEs using sparse interior data and a recurrent neural network. [PDF]
Long J, Khaliq A, Furati KM.
europepmc +1 more source

