@article{developmentandvalidationofaphysicsguided,
  title = {Development and Validation of a Physics-Guided Machine Learning Extrapolation Framework Using a Classical Transient Diffusion Benchmark},
  author = {Ashutosh Yadav and Alok Dubey and Prodyut Ranjan Chakraborty and Harshal Akolekar},
  year = {2026},
  eprint = {2609.09912},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.09912},
}