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Sara Kohtz
Sara Kohtz
Other namesSara J Kohtz
Verified email at illinois.edu
Title
Cited by
Cited by
Year
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
962023
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
662018
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
452022
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
42022
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
32024
Generative design and optimization of battery packs with active immersion cooling
Z Liu, J Wu, W Fu, P Kabirazadeh, S Kohtz, N Miljkovic, Y Li, P Wang
2023 IEEE Transportation Electrification Conference & Expo (ITEC), 1-5, 2023
32023
Advanced filtering technique for battery failure prognostics
S Kohtz, P Wang
IIE Annual Conference. Proceedings, 19A-24A, 2020
22020
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
12021
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
12020
Crime Patterns in Chicago Using Agent Based Modeling
SJ Kohtz, L He, WA Al Najjar, TM Alghoul
IIE Annual Conference. Proceedings, 964-969, 2017
12017
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
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
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
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
2022
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
2022
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
Evacuation Planning for Urban Areas Using Public Transit Systems
S Kohtz, SH Chung, Y Li, N Sawant
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Articles 1–19