A proof-of-concept for automated AI-driven stellarator coil optimization with in-the-loop finite-element calculations

ArXi:2603.15240v1 Announce Type: cross Finding feasible coils for stellarator fusion devices is a critical challenge of realizing this concept for future power plants. Years of research work can be put into the design of even a single reactor-scale stellarator design. To rapidly speed up and automate the workflow of designing stellarator coils, we have designed an end-to-end ``runner'' for performing stellarator coil optimization.