most citedPhysics-informed machine learning for building performance simulation-A review of a nascent field

70 citations · 70 across the 3 of their papers we have counts for

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cs.AI2026

Large Language Models for HVAC Operations in Building Energy Systems: A Critical Review of Methods, Applications, and Deployment Readiness

Alexander Neubauer, Tianzhen Hong, Han Li +4

Building automation systems generate rich sensor data yet remain insight-poor because heterogeneous point naming, missing metadata, and fragmented documentation obstruct their oper…