On the Training Efficiency of Shallow Architectures for Physics Informed Neural Networks. - J. Rishi; Azhar Gafoor; Sumanth Kumar; Deepak Subramani (ICCS (3), 2024)

Discrete Residual Loss Functions for Training Physics-Informed Neural Networks. - J. Rishi; Sumanth Kumar; Azhar Gafoor; Deepak Subramani (ICCS (Workshops 1), 2025)