@article{stabilizedadaptivelossandresidualbasedco, title = {Stabilized Adaptive Loss and Residual-Based Collocation for Physics-Informed Neural Networks}, author = {Divyavardhan Singh and Shubham Kamble and Dimple Sonone and Kishor Upla}, year = {2026}, eprint = {2603.03224}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.03224}, }