Extended Physics-Informed Neural Networks for Parameter Identification of Switched Mode Power Converters with Undetermined Topological Durations

Yangxiao Xiang,Hongjian Lin,Henry Shu-Hung Chung

IEEE TRANSACTIONS ON POWER ELECTRONICS（2025）

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Topology,Network topology,Buck converters,Switching circuits,Neural networks,Capacitors,Neurons,Circuit topology,Vectors,Switching frequency,Buck converter,discontinuous conduction mode,parameter identification,physics-informed neural networks,piecewise linear systems

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