AI / Machine Learning

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  1. Calculation Cost Reduction Method in Multi-Objective Optimization Using Machine Learning: Case Study on Actuator Development

    Tomohiro Kuroda, AISIN CORPORATION

  2. DOE-based Optimization of Electrical Machines

    Stephan Guenther, IAV GmbH

  3. Application of Automation of Design Utilizing Optimization to Traction Motor

    Tomoya Ueda, NIDEC CORPORATION

  4. AI Technology with Aid of Data-driven Method Makes EM Simulation and Optimization More Effective

    Hajime Igarashi, Hokkaido University

  5. Reduction of Optimal Design Time for IPMSMs for Automotive Applications Using Machine Learning

    Yuki Shimizu, Osaka Prefecture University

  6. 3D Design of Magnetic Components by Gaussian Kernel Regression -Forward Design and Inverse Design-

    Yuki Sato, Texas Instruments Japan Limited

  7. Application of Deep Learning to Optimal Design

    Hajime Igarashi, Hokkaido University

  8. Application of Machine Learning and Enhanced 3D Modeling on HPC Systems for End-Winding AC Loss Model Identification

    David Philipp Morisco, Robert Bosch GmbH

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