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Han Li

University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab)

Berkeley, CA

United States

  • University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab)

SCHOLARLY PAPERS

3

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170

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

An Online Meta-Learning Approach for Learning Grey-Box Representative Thermal Dynamics Models for Residential Buildings

Number of pages: 28 Posted: 30 Jan 2024
Jiajia Xie, Han Li and Tianzhen Hong
Georgia Institute of Technology, University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab) and University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab)
Downloads 86 (765,566)

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Building thermal dynamics, Data-driven model, Meta-learning, Thermostat dataset, Recurrent neural networks

2.

Short-Term Electricity Load Forecasting: Application-Driven Evaluation of Machine Learning Models Across Spatial and Temporal Scales

Number of pages: 37 Posted: 30 May 2024
Nikolaus Houben, Miguel Heleno, Han Li, Tianzhen Hong, Hans Auer, Amela Ajanovic and Reinhard Haas
affiliation not provided to SSRN, University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab), University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab), University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab), Vienna University of Technology, affiliation not provided to SSRN and Vienna University of Technology
Downloads 70 (961,006)

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Short-Term Load Forecasting, Machine Learning, Multi-step ahead forecasting, neural networks, Tree-based methods

3.

Large Language Model Agents in the Building Energy Sector: All You Need to Know About Applications, Infrastructure, Limitation, and Best Practice

Number of pages: 30 Posted: 01 Jun 2026
Huiwen Zhou, Liang Zhang, Sunil Khadka, Xiaoqin Fu, Han Li and Tianzhen Hong
affiliation not provided to SSRN, University of Arizona, affiliation not provided to SSRN, affiliation not provided to SSRN, University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab) and University of California, Berkeley - Lawrence Berkeley National Laboratory (Berkeley Lab)
Downloads 14 (1,555,090)

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Large language model agent, Agentic AI system design, hallucination mitigation, building energy sector