May 14, 2025 article Open access Physics-informed machine learning for building performance simulation-A review of a nascent field Advances in Applied Energy DOI: 10.1016/j.adapen.2025.100223 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 2 stored of 74 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Delivering building demand flexibility for grid-interactive operation: from perception and cognition to decision, execution, and verification 2026 Applied Energy article Engineering Smart Grid Energy Management Open access 1 citations Benchmarking five physics-guided machine learning approaches for model predictive control in building energy systems 2026 SSRN Electronic Journal preprint Engineering Building Energy and Comfort Optimization Open access 0 citations 2 results References 0