Topology Optimization and AI-based Design of Power Electronic and Electrical Devices

1. Electromagnetism for electric device design
2. Foundations of electromagnetic field analysis for electric device design
3. Optimization methods for electric device design
4. Parameter and Topology Optimization for electric device design
5. AI-based Design Methods for electric device design

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• Tecnologia e engenharia da energia
• Motores eléctricos

Finite Element Method; Maxwell Equations; Stochastic Methods; Genetic Algorithm; CMA-ES, Particle Swarm Optimization; Level Set Method; Density Method; Deep Learning; Convolutional Neural Network; Grad-CAM; Monte Carlo Tree Search; Automatic Design; Surrogate Models: Response Surface