@article{pinnacleanopensourcecomputationalframewo, title = {PINNACLE: An Open-Source Computational Framework for Classical and Quantum PINNs}, author = {Shimon Pisnoy and Hemanth Chandravamsi and Ziv Chen and Aaron Goldgewert and Gal Shaviner and Boris Shragner and Steven H. Frankel}, year = {2026}, eprint = {2604.15645}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.15645}, }