基于去噪扩散模型的高频磁性元件铁损外推预测

This article introduces denoising diffusion probabilistic models to enhance core loss predictions in high-frequency magnetic components. Conventional methods, such as the Steinmetz equation, often fail to accurately capture the nonlinear dynamics and complex waveforms characteristic of high-frequency magnetic core losses. Previous approaches using multilayer perceptron, transfer learning, and gene...