1:10pm - 1:30pmID: 121
/ Oral Session 2: 1
Abstract submission for on-site presentation
Topics: Inverse problem, ApplicationKeywords: Multi-objective optimization, neural network surrogate model
Multi-objective Optimization of Inductors Based on Neural Network
Xiaohan Kong, Hajime Igarashi
Graduate School of Information Science and Technology, Hokkaido University, Japan
1:30pm - 1:50pmID: 125
/ Oral Session 2: 2
Abstract submission for online presentation
Topics: Theoretical aspects and fundamentalsKeywords: Electromagnetic Computation, Neural Networks, Surrogate Models
Learning to solve Electromagnetic Problems: a Comparison among Different Machine Learning Approaches
Alessandro Formisano1, Mauro Tucci2
1Università della Campania "Luigi Vanvitelli", Italy; 2Università di Pisa, Italy
1:50pm - 2:10pmID: 102
/ Oral Session 2: 3
Abstract submission for on-site presentation
Topics: Application, AlgorithmsKeywords: Eddy currents, Gain tuning, Impulse response, Levitation devices, Model order reduction
Optimal Parameter Estimation for Conductor Movement Using Cauer Ladder Network Representation and Virtual Time-response Based Iterative Gain Evaluation and Redesign
Naoto Tanimoto1, Atsuki Fujita1, Kengo Sugahara1, Manabu Kosaka1, Yasuhito Takahashi2, Tetsuji Matsuo3
1Kindai University, Japan; 2Doshisya University, Japan; 3Kyoto University, Japan
2:10pm - 2:30pmID: 101
/ Oral Session 2: 4
Abstract submission for on-site presentation
Topics: AlgorithmsKeywords: EM-driven design, parameter tuning, global optimization, inverse modelling, simulation models
Globalized High-Frequency Optimization Using Inverse Models
Slawomir Koziel1,2, Anna Pietrenko-Dabrowska2
1Reykjavik University; 2Gdansk University of Technology
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