1. Is it time to swish? Comparing activation functions in solving the Helmholtz equation using physics-informed neural networks;Al-Safwan,2021
2. Wave equation modeling via physics-informed neural networks: Models of soft and hard constraints for initial and boundary conditions;Alkhadhr;Sensors,2023
3. Direct imaging using physics informed neural networks;Alkhalifah,2022
4. Wavefield solutions from machine learned functions that approximately satisfy the wave equation;Alkhalifah,2020
5. Wavefield solutions from machine learned functions constrained by the Helmholtz equation;Alkhalifah;Artificial Intelligence in Geosciences,2021