AI RESEARCH
Optimized Three-Dimensional Photovoltaic Structures with LLM guided Tree Search
arXiv CS.CL
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ArXi:2605.16191v1 Announce Type: new We present a for how AI coding systems can be used to generate novel scientific hypotheses. We combine a generic coding agent (Google's AntiGravity) with an LLM-driven tree search algorithm (Empirical Research Assistance / ERA) to autonomously generate high-efficiency three-dimensional photovoltaic (3DPV) structures that overcome losses limiting flat solar panels at mid-latitudes. These structures operate by presenting favorable angles to the sun throughout the day, and for illustrative purposes we focus on optimizing performance for a single solar day.