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Profile
Liang Zhang
Assistant Professor, Civil Engineering-Engineering Mechanics | Member of the Graduate Faculty
Civil Arch Engr and Mechanics
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Overview
Research
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Collaboration
(11)
Jennifer Duan
Mutual work: 1 Proposal
Collaboration Details
Neng Fan
Mutual work: 1 Proposal
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Hannah Budinoff
Mutual work: 1 Proposal
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Alyssa Ryan
Mutual work: 2 Proposals
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Chris Chaeha Lim
Mutual work: 1 Proposal
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Grants
(1)
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Publications
(45)
Recent
Automatic building energy model development and debugging using large language models agentic workflow
2025
building energy,
model development,
large language models,
workflow
Advancing Building Energy Modeling with Large Language Models: Exploration and Case Studies
2024
building energy,
language models,
case studies,
energy efficiency
ComStock™ 2024 Release 1 SWR-19-33 and SWR-20-32]
2024
software development,
project management,
technology innovation
EPlus-LLM: A large language model-based computing platform for automated building energy modeling
2024
building energy,
language model,
energy modeling,
platform development
Interpretable Machine Learning Control in Building Energy Systems
2024
machine learning,
building energy systems,
interpretability,
control
Scaling Data-Driven Building Energy Modelling using Large Language Models
2024
data analysis,
machine learning,
natural language processing
Large language model-based interpretable machine learning control in building energy systems
2024
machine learning,
building energy systems,
control systems
Physics-informed hybrid modeling methodology for building infiltration
2024
physics,
modeling,
building,
infiltration,
methodology
Automatic Data Transformation Using Large Language Model-An Experimental Study on Building Energy Data
2023
data transformation,
large language model,
building energy data
Opportunities and Challenges of Applying Large Language Models in Building Energy Efficiency and Decarbonization Studies: An Exploratory Overview
2023
energy efficiency,
language models,
building,
challenges
