Spectral Bottleneck in Deep Neural Networks: Noise is All You Need. - Hemanth Chandravamsi; Dhanush V. Shenoy; Itay Zinn; Shimon Pisnoy; Steven H. Frankel (CoRR, 2025)

PINNs for solving unsteady Maxwell's equations: convergence issues and comparative assessment with compact schemes. - Gal G. Shaviner; Hemanth Chandravamsi; Shimon Pisnoy; Ziv Chen; Steven H. Frankel (Neural Comput. Appl., 2025)