Physics-Informed Neural Networks for Damage Localisation using Elastic Waves.
Published in Journal of Geophysical Research: Solid Earth, 2024
This paper presents a novel approach to elastic wave modeling using physics-informed neural networks for full-waveform inversion problems.
Recommended citation: Mustajab, A. H. (2024). "Physics-Informed Neural Networks for Elastic Wave Modeling in Geophysical Applications." Journal of Geophysical Research: Solid Earth. 129(2). http://academicpages.github.io/files/paper3.pdf