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Jianli Chen

University of Utah

SCHOLARLY PAPERS

9

DOWNLOADS

910

TOTAL CITATIONS

5

Scholarly Papers (9)

1.

Automatic Building Energy Model Development and Debugging Using Large Language Models Agentic Workflow

Number of pages: 24 Posted: 14 Jun 2024
Liang Zhang, Vitaly Ford, Zhelun Chen and Jianli Chen
University of Arizona, Arcadia University, Drexel University and University of Utah
Downloads 242 (315,246)

Abstract:

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Building energy modeling, complex system modeling, large language model, generative artificial intelligence, agent planning

2.

Eplus-Llm: A Large Language Model-Based Computing Platform for Automated Building Energy Modeling

Number of pages: 30 Posted: 29 Feb 2024
Gang Jiang, Zhihao Ma, Liang Zhang and Jianli Chen
affiliation not provided to SSRN, affiliation not provided to SSRN, University of Arizona and University of Utah
Downloads 144 (511,933)
Citation 4

Abstract:

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Large language models, Generative artificial intelligence, Fine-tuning, Self-attention, Building energy models, Automated simulation

3.

Investigating the Feasibility of Adopting Virtual Reality as a Method for Natural Hazard Risk Communication

Number of pages: 39 Posted: 14 Sep 2024
affiliation not provided to SSRN, University of Utah, The University of Alabama, University of Alabama and University of Alabama
Downloads 101 (684,672)

Abstract:

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Climate change, risk communication, virtual reality, natural hazards.

4.

Household Energy Resilience in Extreme Weather Events: An Investigation of Energy Service Importance, Hvac Usage Behaviors, and Willingness to Pay

Number of pages: 29 Posted: 05 Oct 2023
affiliation not provided to SSRN, University of Alabama, Pennsylvania State University, Government of the United States of America - Argonne National Laboratory and University of Utah
Downloads 99 (694,528)

Abstract:

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Energy Resilience, Energy Service, HVAC Usage, Willingness-to-Pay, Extreme Weather Events

Demand Response Through Ventilation and Latent Load Adjustment for Commercial Buildings in Humid Climate Zones

Number of pages: 36 Posted: 15 Jan 2024
Zhihao Ma, Shuang Cui and Jianli Chen
affiliation not provided to SSRN, University of Texas at Dallas and University of Utah
Downloads 61 (966,800)

Abstract:

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Demand response, Ventilation, Latent cooling energy, Indoor air quality, Smart building

Demand Response Through Ventilation and Latent Load Adjustment for Commercial Buildings in Humid Climate Zones

Number of pages: 36 Posted: 21 Mar 2024
Zhihao Ma, Shuang Cui and Jianli Chen
affiliation not provided to SSRN, University of Texas at Dallas and University of Utah
Downloads 20 (1,500,232)

Abstract:

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Demand response, Ventilation, Latent cooling energy, Indoor air quality, Smart building

6.

Physics-Informed Ensemble Learning with Residual Modeling for Enhanced Building Energy Prediction

Number of pages: 40 Posted: 04 Jul 2024
Zhihao Ma, Gang Jiang and Jianli Chen
affiliation not provided to SSRN, affiliation not provided to SSRN and University of Utah
Downloads 80 (803,225)

Abstract:

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Residual modelling, Physics-informed machine learning, Building energy modeling, Time series analysis, Recurrent neural network

7.

A Deep Learning-Based Bayesian Framework for High-Resolution Calibration of Building Energy Models

Number of pages: 37 Posted: 09 Nov 2023
affiliation not provided to SSRN, Hunan University, Hong Kong University of Science & Technology (HKUST), University of Utah, affiliation not provided to SSRN and University of Utah
Downloads 77 (823,616)
Citation 1

Abstract:

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Building energy modeling, Model calibration, Bayesian calibration, Deep Learning, Gaussian processes

8.

Assessing Dynamics of Human Vulnerability at Community Level – Using Mobility Data

Number of pages: 52 Posted: 02 May 2023 Last Revised: 16 Sep 2023
Chen Xia, Yuqing Hu, Guangqing Chi and Jianli Chen
Pennsylvania State University, Pennsylvania State University, Pennsylvania State University and University of Utah
Downloads 66 (907,769)

Abstract:

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human mobility, trajectory simulation, community vulnerability, spatial-temporal evaluation

9.

A Bibliometric Analysis for Agenda Setting: Integration of Energy Resilience into Public Policy Studies

Number of pages: 41 Posted: 02 Jul 2024
Michigan Technological University, Department of Social Sciences, Michigan Technological University, Michigan Technological University, University of Utah, University of Utah and University of Florida
Downloads 20 (1,448,301)

Abstract:

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Resilience, Energy, Policy, Disaster resilience, Community resilience, Energy planning