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cs.AI2025
Physics-Informed Large Language Models for HVAC Anomaly Detection with Autonomous Rule Generation
Subin Lin, Chuanbo Hua
Heating, Ventilation, and Air-Conditioning (HVAC) systems account for a substantial share of global building energy use, making reliable anomaly detection essential for improving e…
cs.AI2025
BuildEvo: Designing Building Energy Consumption Forecasting Heuristics via LLM-driven Evolution
Subin Lin, Chuanbo Hua
Accurate building energy forecasting is essential, yet traditional heuristics often lack precision, while advanced models can be opaque and struggle with generalization by neglecti…