Ziv Chen

According to our database, Ziv Chen authored at least 3 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2026

Quantum physics-informed neural networks for Maxwell's equations: circuit design, "black hole" barren plateaus mitigation, and GPU acceleration.

Ziv Chen, Gal G. Shaviner, Hemanth Chandravamsi, Shimon Pisnoy, Steven H. Frankel, Uzi Pereg

Quantum Mach. Intell., June, 2026

PINNACLE: An Open-Source Computational Framework for Classical and Quantum PINNs.

Shimon Pisnoy, Hemanth Chandravamsi, Ziv Chen, Aaron Goldgewert, Gal G. Shaviner, Boris Shragner, Steven H. Frankel

CoRR, April, 2026

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., October, 2025