@article{physicsinformeddeeplearningforentropypre, title = {Physics-Informed Deep Learning for Entropy Prediction in Heterogeneous Systems: Thermodynamic and Information-Theoretic Case Studies}, author = {Biswajeet Sahoo and Debadutta Patra}, year = {2026}, eprint = {2606.01179}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.01179}, }