1 citations · 1 across the 3 of their papers we have counts for
3 papers
stat.ML2025
Bayesian Physics-Informed Neural Networks for Inverse Problems (BPINN-IP): Application in Infrared Image Processing
Ali Mohammad-Djafari, Ning Chu, Li Wang
Inverse problems arise across scientific and engineering domains, where the goal is to infer hidden parameters or physical fields from indirect and noisy observations. Classical ap…
cs.LG2024
Model Based and Physics Informed Deep Learning Neural Network Structures
Ali Mohammad-Djafari, Ning Chu, Li Wang +2
Neural Networks (NN) has been used in many areas with great success. When a NN's structure (Model) is given, during the training steps, the parameters of the model are determined u…
cs.LG2023★ 1 cited
Deep Learning and Inverse Problems
Ali Mohammad-Djafari, Ning Chu, Li Wang +1
Machine Learning (ML) methods and tools have gained great success in many data, signal, image and video processing tasks, such as classification, clustering, object detection, sema…