Machine Learning Method Proposed for Gravitational Wave Detector Design

Preliminary research introduces IfoScout, a new machine learning methodology for co-designing next-generation ground-based gravitational wave detectors. This approach seeks to optimize network sensitivity within physical and geographical constraints, aiming to reduce costs and enhance design efficiency for future gravitational wave astronomy.