Building Energy Modeling

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16 papers2 papers in the last four weeks, with none the four weeks before. 0.0% of all new papers.

  1. Modeling Liquid-Cooled Data Centers in EnergyPlus

    Oct 23, 2026Yun-Dam Ko, Dipashreya A. Sur, Cade Napier +2Building Energy ModelingData Center Energy Management

    Stanford University, Stanford, California, USA

  2. NeuralBES: A Differentiable, Control-Aware Emulator for Scalable Building Energy Modeling

    Oct 7, 2026Ting-Yu Dai, Takuya Kurihana, Wing Yee Au +1Building Energy ModelingNeural Surrogate Modeling

    Fujitsu Research of America

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

    Sep 4, 2026Alexander Neubauer, Tianzhen Hong, Han Li +4Language Model-Based ControlHeating, Ventilation, and Air Conditioning Control

  4. Full-Feature versus Limited-Input Machine Learning for Residential Energy Estimation: A Comparative Analysis of RECS and ResStock Under Realistic Input Constraints

    Aug 10, 2026Aditya Ramnarayan, Fatih Evren, Patti Gunderson +1Surrogate ModelingEnsemble Learning

    PhD Intern, Pacific Northwest National Laboratory · Researcher, Building Systems Group at Pacific Northwest National Laboratory · Data Scientist, Building Systems Group at Pacific Northwest National Laboratory

  5. ArchEGraph: A Large-Scale Graph Dataset for Geometry-Topology-Physics Aligned Building Energy Modeling

    Aug 7, 2026Yihui Li, Yihui Chen, Kaidi Zha +7Graph ReconstructionBenchmark Construction

    Tsinghua University · UC Berkeley · 1Tsinghua University 2UC Berkeley 3MIT +4

  6. Where Is My Physics Wrong? Localized and Identifiable Discovery of Model Discrepancy

    Jun 22, 2026Yifan WangSparse Identification of Nonlinear DynamicsModel Misspecification

    Department of Mechanical Engineering, McGill University, QC, H3A 2T7, Canada

  7. Application of Algorithms in Energy-Efficient Design Platforms for Green Building

    May 31, 2026Na Yu, Fu Wenli, Guo FeiBuilding Energy ManagementBuilding Energy Modeling

    First Highway Engineering Co., Ltd. Chengdu, Sichuan Province, 610000, China

  8. BuilDyn: Excitation-Driven Data Generation for Building Thermal Dynamics Modeling and Control

    May 28, 2026Felix Koch, Thomas Krug, Fabian Raisch +2Synthetic Data GenerationSystem Identification

    Technical University of Applied Sciences Rosenheim Rosenheim, Germany · Technical University of Munich Munich, Germany · Karlsruhe Institute of Technology Karlsruhe, Germany

  9. Uncertainty-Aware Transfer Learning for Cross-Building Energy Forecasting: Toward Robust and Scalable District-Level Energy Management

    May 28, 2026Shadmehr Zaregarizi, Khashayar YavariProbabilistic Time Series ForecastingTime Series Forecasting

    Politecnico di Torino · Turin, Italy

  10. SENSE: Satellite-based ENergy Synthesis for Sustainable Environment

    May 18, 2026Kailai Sun, Mingyi He, Heye Huang +5Conditional Image GenerationSynthetic Data Generation

    SMART, Singapore · Massachusetts Institute of Technology Cambridge, MA, USA · University of Florida Gainesville, Florida, USA

  11. Toward a foundational thermal model for residential buildings

    May 2, 2026Ting-Yu Dai, Kingsley Nweye, Dev Niyogi +1Time Series ForecastingPhysics-Informed ML

    The University of Texas at Austin · Eindhoven University of Technology

  12. Agentic AI-Enabled Framework for Thermal Comfort and Building Energy Assessment in Tropical Urban Neighborhoods

    Apr 23, 2026Po-Yen Lai, Xinyu Yang, Derrick Low +2LLM AgentsPhysics-Based Simulation

    Institute of High Performance Computing (IHPC), Agency for Science Technology and Research (A*STAR), 1 Fusionopolis Way, #16-16 Connexis, Singapore 138632, Republic of Singapore.

  13. Neural Parameter Estimation of RC Thermal Building Models for Model Predictive Control

    Apr 7, 2026Fabian Raisch, Timo Germann, Sang-Woo Ham +3Parameter EstimationBuilding Energy Modeling

    Technical University of Applied Sciences Rosenheim, Rosenheim, Germany · Technical University of Munich, Munich, Germany · Ludwig Maximilian University of Munich, Munich, Germany +2

  14. Thermal-GEMs: Generalized Models for Building Thermal Dynamics

    Apr 7, 2026Felix Koch, Fabian Raisch, Benjamin TischlerBuilding Energy ModelingTime Series Forecasting

    Technical University of Applied Sciences Rosenheim, Rosenheim, Germany · Technical University of Munich, Munich, Germany

  15. HeatPrompt: Zero-Shot Vision-Language Modeling of Urban Heat Demand from Satellite Images

    Feb 23, 2026Kundan Thota, Xuanhao Mu, Thorsten Schlachter +1Building Energy ModelingBuilding Energy Management

    Institute for Automation and Applied Informatics (IAI), Karlsruhe Institute of Technology (KIT), Germany

  16. GenTL: A General Transfer Learning Model for Building Thermal Dynamics

    Jan 23, 2025Fabian Raisch, Thomas Krug, Christoph Goebel +1Fine-TuningTransfer Learning

    Technical University of Applied Sciences Rosenheim Rosenheim, Germany · Technical University of Munich Munich, Germany