WF-PINNs: solving forward and inverse problems of burgers equation with steep gradients using weak-form physics-informed neural networks. [PDF]
Wang X, Yi S, Gu H, Xu J, Xu W.
europepmc +1 more source
On Learned Operator Correction in Inverse Problems. [PDF]
Lunz S +4 more
europepmc +1 more source
Discretization of Learned NETT Regularization for Solving Inverse Problems. [PDF]
Antholzer S, Haltmeier M.
europepmc +1 more source
Optimization of Sparse Sensor Layouts and Data-Driven Reconstruction Methods for Steady-State and Transient Thermal Field Inverse Problems. [PDF]
Yuan Q, Yao P, Zhao W, Zhang B.
europepmc +1 more source
Task-Driven Uncertainty Quantification in Inverse Problems via Conformal Prediction. [PDF]
Wen J, Ahmad R, Schniter P.
europepmc +1 more source
Zero-Shot Adaptation for Approximate Posterior Sampling of Diffusion Models in Inverse Problems. [PDF]
Alçalar YU, Akçakaya M.
europepmc +1 more source
Entropy-Regularized Iterative Weighted Shrinkage-Thresholding Algorithm (ERIWSTA) for inverse problems in imaging. [PDF]
Ma L, Wu B, Yao Y, Teng Y.
europepmc +1 more source
Multi-Scale Energy (MuSE) framework for inverse problems in imaging. [PDF]
Chand JR, Jacob M.
europepmc +1 more source
Quantitative photoacoustic tomography: modeling and inverse problems. [PDF]
Tarvainen T, Cox B.
europepmc +1 more source
Deep learning solutions for inverse problems in advanced biomedical image analysis on disease detection. [PDF]
Alshardan A +5 more
europepmc +1 more source

