@article{heatnetsexplainablerandomfeatureneuralne, title = {HEATNETs: Explainable Random Feature Neural Networks for High-Dimensional Parabolic PDEs}, author = {Kyriakos Georgiou and Gianluca Fabiani and Constantinos Siettos and Athanasios N. Yannacopoulos}, year = {2025}, eprint = {2511.00886}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.00886}, }