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Xuezheng Wang

Syracuse University

900 S. Crouse Avenue

Syracuse, NY 13244-2130

United States

SCHOLARLY PAPERS

5

DOWNLOADS

264

TOTAL CITATIONS

1

Scholarly Papers (5)

Physics-Informed Modularized Neural Network for Advanced Building Control by Deep Reinforcement Learning

Number of pages: 39 Posted: 03 Apr 2025
zixin jiang, Xuezheng Wang and Bing Dong
Syracuse University, Syracuse University and Syracuse University
Downloads 34 (1,311,254)
Citation 1

Abstract:

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Physics-informed Machine Learning, Deep Reinforcement Learning, Physical Consistent Neural Network, Building Energy Modeling

Physics-Informed Modularized Neural Network for Advanced Building Control by Deep Reinforcement Learning

Number of pages: 39 Posted: 09 Apr 2025
zixin jiang, Xuezheng Wang and Bing Dong
Syracuse University, Syracuse University and Syracuse University
Downloads 25 (1,445,011)

Abstract:

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Physics-informed Machine Learning, Deep Reinforcement Learning, Physical Consistent Neural Network, Building Energy Modeling

Physics-Informed Modularized Neural Network for Advanced Building Control by Deep Reinforcement Learning

Number of pages: 51 Posted: 13 Jun 2025
zixin jiang, Xuezheng Wang and Bing Dong
Syracuse University, Syracuse University and Syracuse University
Downloads 24 (1,459,262)

Abstract:

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Physics-informed Machine Learning, Deep Reinforcement Learning, Physical Consistent Neural Network, Building Energy Modeling

Physics-Informed Modularized Neural Network for Advanced Building Control by Deep Reinforcement Learning

Number of pages: 46 Posted: 14 May 2025
zixin jiang, Xuezheng Wang and Bing Dong
Syracuse University, Syracuse University and Syracuse University
Downloads 17 (1,537,408)

Abstract:

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Physics-informed Machine Learning, Deep Reinforcement Learning, Physical Consistent Neural Network, Building Energy Modeling

2.

An Integrated Multiscale Testbed for Environmental Sensing in Syracuse: Air Quality, Energy, and Urban Stormwater and Wastewater Management

Number of pages: 54 Posted: 22 Oct 2025
University of Maryland, College Park, Syracuse University, Syracuse University, Syracuse University, Syracuse University, Syracuse University, Purdue University, Syracuse University, Syracuse University, Syracuse University - School of Information Studies, Syracuse University, Syracuse University and Syracuse University - Department of Mechanical and Aerospace Engineering
Downloads 73 (933,592)

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Physical Testbed, air quality, Energy Consumption, Urban Stormwater and Wastewater Management

3.

Scalable Physics-Informed Multi-Agent Reinforcement Learning for Building Energy System Control

Number of pages: 39 Posted: 18 Mar 2026
Xuezheng Wang, Zhaolin Ren, Na Li and Bing Dong
Syracuse University, affiliation not provided to SSRN, Harvard University and Syracuse University
Downloads 36 (1,436,435)

Abstract:

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Physics-informed neural network, multi-agent reinforcement learning, optimal building control, model-based learning, real-building deployment

4.

A Personalized Demand Response Program to Reduce Grid Stress and Carbon Emission for EV-integrated Homes

Number of pages: 69 Posted: 05 Dec 2025
Yuewei Li, Bing Dong, Yueming Qiu and Xuezheng Wang
Syracuse University, Syracuse University, School of Public Policy, University of Maryland at College Park and Syracuse University
Downloads 32 (1,304,549)

Abstract:

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Electric vehicle (EV), mobility, hierarchical control framework, personalized pricing scheme, multi-stakeholder benefits

5.

DeepFLEX: Deep physics-informed learning for building flexibility through multi-energy asset optimization

Number of pages: 43 Posted: 03 Feb 2026
Bingtong Guo, Xuezheng Wang, zixin jiang and Bing Dong
Syracuse University, Syracuse University, Syracuse University and Syracuse University
Downloads 23 (1,481,165)

Abstract:

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Multi-energy assets, model predictive control, flexibility index, Deep physics-informed learning