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cs.LG2025
Physics-Informed Deep B-Spline Networks
Zhuoyuan Wang, Raffaele Romagnoli, Saviz Mowlavi +1
Physics-informed machine learning offers a promising framework for solving complex partial differential equations (PDEs) by integrating observational data with governing physical l…
cs.LG2024★ 2 cited
Building Hybrid B-Spline And Neural Network Operators
Raffaele Romagnoli, Jasmine Ratchford, Mark H. Klein
Control systems are indispensable for ensuring the safety of cyber-physical systems (CPS), spanning various domains such as automobiles, airplanes, and missiles. Safeguarding CPS n…