AutoEnergyDesign: An LLM-Driven Agent for Automatic Energy System Design Optimization.

arXiv:2610.35160v1 Announce Type: new Abstract: Designing building energy systems is a high-dimensional, mixed-integer search problem: when each design is evaluated by a year-long simulation, black-box optimizers typically need hundreds of evaluations. This pa