Randomness and signal propagation in physics-informed neural networks (PINNs): a neural PDE perspective

The European Physical Journal Plus 2026 Open access

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Authors: Jean‐Michel Tucny, Abhisek Ganguly, Santosh Ansumali, Sauro Succi

DOI: 10.1140/epjp/s13360-026-07549-0

Cited by: 1

References: 13

Fields of Study & Subjects

Model Reduction and Neural Networks Quantum many-body systems Neural Networks and Reservoir Computing

References 13