Code for Inverse-Design Framework for Thermal-Aware Multi-objective Optimization of Planar PCB Coils in Wireless Power Transfer

This repository contains the code used to produce the quantitative results in "Inverse-Design Framework for Thermal-Aware Multi-objective Optimization of Planar PCB Coils in Wireless Power Transfer" — a coupled electromagnetic-thermal FEM-trained ensemble surrogate model and a risk-averse NSGA-II multi-objective inverse-design optimization for planar PCB spiral coils in wireless power transfer. The repository includes ensemble training and 5-fold cross-validation, the thermal-aware NSGA-II optimization, and supporting analysis scripts, together with the trained ensemble weights and the FEM training dataset. See the included README for a description of each script and which manuscript table or figure it reproduces.