@article{acomprehensiveanalysisofpinnsvariants,
  title = {A comprehensive analysis of PINNs: Variants, Applications, and Challenges},
  author = {Afila Ajithkumar Sophiya and Akarsh K Nair and Sepehr Maleki and Senthil K. Krishnababu},
  year = {2025},
  eprint = {2505.22761},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.22761v1},
}