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cs.LG2026
Explainable Machine Learning for Multilayer Planar Winding Inductance Estimation
Spyros Rigas, Theofilos Papadopoulos, Georgios Alexandridis +1
Rapid and accurate self-inductance estimation for multilayer rectangle-shaped planar windings is essential for modern high-frequency power converters, yet traditional workflows rel…
cs.LG2024★ 52 cited
Adaptive Training of Grid-Dependent Physics-Informed Kolmogorov-Arnold Networks
Spyros Rigas, Michalis Papachristou, Theofilos Papadopoulos +2
Physics-Informed Neural Networks (PINNs) have emerged as a robust framework for solving Partial Differential Equations (PDEs) by approximating their solutions via neural networks a…