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Pingfeng Wang

University of Illinois System

36H-index
309Paper Count
6.1KCitation Count
Published Papers 77
Publication Date
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A Review on Mitigating Thermal Runaway Propagation in Battery Packs: from Mechanisms to Modeling and Design Optimization
errenergy adv.
IF0
err2026-05-07
err0
errOAAI
errYiyue Jiang; Yuan Jiang; Pingfeng Wang
errShare
errSave
Multi-fidelity surrogate modeling for lithium-ion battery pack thermal runaway propagation considering propagation occurrence in adaptive sampling
errJournal of Energy Storage
IF9.8
err2026-05-06
err0
errOAAI
errYiyue Jiang; Jiayi Zhao; Zheng Liu; Pingfeng Wang
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errSave
Physics-informed cross-attention operator network with hard-constrained Fourier features for heat map prediction of large-scale battery packs
errEngineering Applications of Artificial Intelligence
IF8
err2026-04-16
err0
PREAI
errYuan Jiang; Yiyue Jiang; Zheng Liu; Pingfeng Wang
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errSave
Design of Transmission Networks for Enhanced Resilience Under Stochastic Disruption Scenarios Using Graph Generative Models
errJournal of Mechanical Design
IF3
err2026-02-01
err1
PREAI
errChung, In-Bum; Wang, Pingfeng
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errSave
Exploring multi-fidelity networks and adapting their architecture: A paradigm for enhanced learning and efficiency
errCOMPUTERS & INDUSTRIAL ENGINEERING
IF6.5
err2026-01-21
err0
PREAI
errHamdan, Bayan; Wang, Pingfeng
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errSave
Uncertainty Quantification of Silicon Anode Capacity Fading with Multiple Interactive Degradation Mechanisms Using Physics-Informed Gaussian Process Modeling
errJournal of The Electrochemical Society
IF3.3
err2025-10-29
err0
errOAAI
errParth Bansal; Peilin Lu; Paul Braun; Yumeng Li; Pingfeng Wang
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errSave
Self-healing power systems using reinforcement learning over graphs for controlled grid islanding
errsustainable energy grids networks
IF0
err2025-08-20
err0
PREAI
errSobhan Badakhshan; Roshni Anna Jacob; Binghui Li; Pingfeng Wang; Jie Zhang
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errSave
Single-Step Electrochemical Battery Recycling
errAdvanced Functional Materials
IF19
err2025-08-19
err0
errOAAI
errJarom G. Sederholm; Arghya Patra; Zheng Liu; Jr-Wen Lin; Carlos Juarez-Yescas; Pingfeng Wang; Paul V. Braun
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errSave
Partial discharge diagnosis in electric motor with digital twin model-enhanced ensemble learning
errReliability Engineering & System Safety
IF11
err2025-07-02
err0
PREAI
errSara Kohtz; Anabel Renteria; Aaron Rodriguez; Anand Lalwani; Anjana Samarakoon; Kiruba Sivasubramaniam Haran; Debbie Senesky; Pingfeng Wang
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errSave
Curvature-Dependent Electrochemo-Mechanics of Silicon during Electrochemical Cycling
errACS Energy Letters
IF18.2
err2025-06-24
err0
PREAI
errHyewon Jeong; Zhuoyuan Zheng; Parth Bansal; Nathan J. Fritz; Peilin Lu; Arghya Patra; Beniamin Zahiri; Pingfeng Wang; Paul V. Braun
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errSave
Quantitative analysis of energy dissipation in thin film Si anodes upon lithiation
errJOURNAL OF POWER SOURCES
IF7.9
err2025-03-01
err0
PREAI
errZheng, Zhuoyuan; Jeong, Hyewon; Fritz, Nathan; Gurumukhi, Yashraj; Ma, Jingcheng; Miljkovic, Nenad; Cook, John; Braun, Paul V.; Wang, Pingfeng
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errSave
Physics-informed machine learning for system reliability analysis and design with partially observed information
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2025-02-01
err0
errOAAI
errXu, Yanwen; Bansal, Parth; Wang, Pingfeng; Li, Yumeng
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errSave
Emerging Trends and Future Opportunities for Battery Recycling
errACS ENERGY LETTERS
IF18.2
err2024-12-13
err0
errOAAI
errSederholm, Jarom G.; Li, Lin; Liu, Zheng; Lan, Kai-Wei; Cho, En Ju; Gurumukhi, Yashraj; Dipto, Mohammed Jubair; Ahmari, Alexander; Yu, Jin; Haynes, Megan; Miljkovic, Nenad; Perry, Nicola H.; Wang, Pingfeng; Braun, Paul V.; Hatzell, Marta C.
errShare
errSave
An Iterative Adaptive Vold-Kalman Filter for Nonstationary Signal Decomposition in Mechatronic Transmission Fault Diagnosis Under Variable Speed Conditions
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2024-08-01
err2
PREAI
errJiang, Yuan; Chen, Yuejian; Wang, Pingfeng
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errSave
Uncertainty quantification of mechanical behavior of corroded Al-Fe self-pierce riveting joints with statistical shape modeling
errJOURNAL OF MANUFACTURING PROCESSES
IF6.8
err2024-08-01
err0
errOAAI
errWu, Hao; Bansal, Parth; Liu, Zheng; Wang, Pingfeng; Li, Yumeng
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errSave
Machine learning enhanced control co-design optimization of an immersion cooled battery thermal management system
errJOURNAL OF APPLIED PHYSICS
IF2.5
err2024-07-09
err1
PREAI
errLiu, Zheng; Kabirzadeh, Pouya; Wu, Hao; Fu, Wuchen; Qiu, Haoyun; Miljkovic, Nenad; Li, Yumeng; Wang, Pingfeng
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errSave
Reliability-Based Design Optimization of Additive Manufacturing for Lithium Battery Silicon Anode
errASCE-ASME JOURNAL OF RISK AND UNCERTAINTY IN ENGINEERING SYSTEMS PART B-MECHANICAL ENGINEERING
IF2.3
err2024-06-06
err0
PREAI
errLiu, Zheng; Wu, Hao; Wang, Pingfeng; Li, Yumeng
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errSave
Enhancing ground source heat pump system design optimization: A stochastic model incorporating transient geological factors and decision variables
errRENEWABLE ENERGY
IF9.1
err2024-05-01
err4
PREAI
errZhao, Zilong; Lv, Guoquan; Xu, Yanwen; Lin, Yu-Feng; Wang, Pingfeng; Wang, Xinlei
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errSave
Optimal sensor placement for permanent magnet synchronous motor condition monitoring using a digital twin-assisted fault diagnosis approach
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2024-02-01
err12
PREAI
errKohtz, Sara; Zhao, Junhan; Renteria, Anabel; Lalwani, Anand; Xu, Yanwen; Zhang, Xiaolong; Haran, Kiruba Sivasubramaniam; Senesky, Debbie; Wang, Pingfeng
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errSave
Adaptive machine learning with physics-based simulations for mean time to failure prediction of engineering systems
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2023-12-01
err12
PREAI
errWu, Hao; Xu, Yanwen; Liu, Zheng; Li, Yumeng; Wang, Pingfeng
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
M
Michael Pecht
H-index: 104 · Papers: 1.5K
陈博 cover
陈博 (Bo Chen)
H-index: 98 · Papers: 788
Z
Zi‐Kui Liu
H-index: 94 · Papers: 1.1K
P
Paul V. Braun
H-index: 87 · Papers: 609
N
Nenad Miljkovic
H-index: 66 · Papers: 360
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