| Physics-informed machine learning for reliability and systems safety applications: State of the art and challenges Y Xu, S Kohtz, J Boakye, P Gardoni, P Wang Reliability Engineering & System Safety 230, 108900, 2023 | 213 | 2023 |
| Physics-informed machine learning model for battery state of health prognostics using partial charging segments S Kohtz, Y Xu, Z Zheng, P Wang Mechanical Systems and Signal Processing 172, 109002, 2022 | 84 | 2022 |
| The Evf2 ultraconserved enhancer lncRNA functionally and spatially organizes megabase distant genes in the developing forebrain I Cajigas, A Chakraborty, KR Swyter, H Luo, M Bastidas, M Nigro, ... Molecular cell 71 (6), 956-972. e9, 2018 | 75 | 2018 |
| Optimal sensor placement for permanent magnet synchronous motor condition monitoring using a digital twin-assisted fault diagnosis approach S Kohtz, J Zhao, A Renteria, A Lalwani, Y Xu, X Zhang, KS Haran, ... Reliability Engineering & System Safety 242, 109714, 2024 | 13 | 2024 |
| Electrical and thermal active co-management for lithium-ion batteries Z Zheng, Z Liu, S Kohtz, P Wang, Y Li, W Fu, N Miljkovic, S Smith 2022 IEEE Transportation Electrification Conference & Expo (ITEC), 1159-1162, 2022 | 8 | 2022 |
| Generative design and optimization of battery packs with active immersion cooling Z Liu, J Wu, W Fu, P Kabirzadeh, S Kohtz, N Miljkovic, Y Li, P Wang 2023 IEEE Transportation Electrification Conference & Expo (ITEC), 1-5, 2023 | 5 | 2023 |
| Physics-based Machine Learning with Filtering for Failure Prognostics Partially Observable Dynamic Systems S Kohtz, P Wang 2022 Annual Reliability and Maintainability Symposium (RAMS), 1-6, 2022 | 2 | 2022 |
| Capacity Degradation Modeling for Li-Ion Batteries using a Multiscale Gamma Process Approach S Kohtz, P Wang 2021 Annual Reliability and Maintainability Symposium (RAMS), 1-6, 2021 | 2 | 2021 |
| Advanced filtering technique for battery failure prognostics S Kohtz, P Wang IIE Annual Conference. Proceedings, 19A-24A, 2020 | 2 | 2020 |
| Sensor Placement and Fault Detection in Electric Motor using Stacked Classifier and Search Algorithm S Kohtz, P Wang 2024 Annual Reliability and Maintainability Symposium (RAMS), 1-5, 2024 | 1 | 2024 |
| A Gaussian Process Model with Indirect Health Indicators for Battery Prognosis Y Li, S Kohtz, P Wang 2023 Annual Reliability and Maintainability Symposium (RAMS), 1-6, 2023 | 1 | 2023 |
| Reliability-Based Optimization of Offshore Salt Caverns for CO2 Abatement Z Zheng, Y Xu, B Hamdan, S Kohtz, PVM Costa, AM Costa, CHB Morais, ... International Design Engineering Technical Conferences and Computers and …, 2022 | 1 | 2022 |
| A comparison study of machine learning enabled filtering methods for battery management S Kohtz, P Wang 2020 IEEE International Conference on Prognostics and Health Management …, 2020 | 1 | 2020 |
| Crime Patterns in Chicago Using Agent Based Modeling SJ Kohtz, L He, WA Al Najjar, TM Alghoul IIE Annual Conference. Proceedings, 964-969, 2017 | 1 | 2017 |
| Machine learning approaches for prognostics and design of energy systems S Kohtz University of Illinois at Urbana-Champaign, 2024 | | 2024 |
| Sensor Network Design for Permanent Magnet Synchronous Motor Fault Diagnosis S Kohtz, J Zhao, A Renteria, AV Lalwani, X Zhang, KS Haran, D Senesky, ... International Design Engineering Technical Conferences and Computers and …, 2023 | | 2023 |
| Multiphysics-Informed Machine Learning for Capacity Degradation of Silicon Anode P Bansal, S Kohtz, Z Zheng, P Wang, Y Li AIAA SciTech Forum and Exposition, 2023, 2023 | | 2023 |
| Physics-informed Gaussian Process Regression Model for Battery Management S Kohtz, P Wang IIE Annual Conference. Proceedings, 1-6, 2022 | | 2022 |
| Advanced EIS Techniques for Battery Power Management B Chen, S Kohtz, P Wang IIE Annual Conference. Proceedings, 13A-18A, 2020 | | 2020 |
| Four-Stage Disaster Evacuation Planning and Comparison of Methods: A Case Study in Manhattan S Kohtz State University of New York at Binghamton, 2017 | | 2017 |
Pingfeng WangUniversity of Illinois at Urbana-ChampaignEmail verificata su illinois.edu
