@article{physicsenhanceddeepsurrogatesforthephono, title = {Physics Enhanced Deep Surrogates for the Phonon Boltzmann Transport Equation}, author = {Antonio Varagnolo and Giuseppe Romano and Raphaƫl Pestourie}, year = {2025}, eprint = {2512.05976}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.05976}, }