A locally adaptive regularization of a hybrid variational model for color image diffusion via integration of diffusion with normalized data. [PDF]
Arain MB +6 more
europepmc +1 more source
Nonlocal Attention Operator: Materializing Hidden Knowledge Towards Interpretable Physics Discovery. [PDF]
Yu Y +5 more
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Regularization theory for ill-posed problems selected topics
Lu, Shuai 1976-, Pereverzev, Sergei V.
core
Robust Physics-Informed Neural Network Approach for Estimating Heterogeneous Elastic Properties from Noisy Displacement Data. [PDF]
Srikitrungruang T +4 more
europepmc +1 more source
Inf-sup stable space-time Local Discontinuous Galerkin method for the heat equation. [PDF]
Gómez S, Perinati C, Stocker P.
europepmc +1 more source
Physics-informed neural networks for physiological signal processing and modeling: a narrative review. [PDF]
Zhao A, Fattahi D, Hu X.
europepmc +1 more source
Solving inverse problems in physics by optimizing a discrete loss: Fast and accurate learning without neural networks. [PDF]
Karnakov P, Litvinov S, Koumoutsakos P.
europepmc +1 more source
Representation meets optimization: Training PINNs and PIKANs for gray-box discovery in systems pharmacology. [PDF]
Ahmadi Daryakenari N +2 more
europepmc +1 more source
Survey of Deep Learning and Physics-Based Approaches in Computational Wave Imaging. [PDF]
Lin Y +9 more
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