@article{neuralnetworksforneurocomputingcircuitsa, title = {Neural networks for neurocomputing circuits: a computational study of tolerance to noise and activation function non-uniformity when machine learning materials properties}, author = {Ye min Thant and Methawee Nukunudompanich and Chu-Chen Chueh and Manabu Ihara and Sergei Manzhos}, year = {2025}, eprint = {2510.17849}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.17849}, }