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Publication date Communities Collections Article title Author(s) Journal/Conference
11 Apr 2024 SERC Institute for Infocomm Research Identifiability study of lithium-ion battery capacity fade using degradation mode sensitivity for a minimally and intuitively parametrized electrode-specific cell open-circuit voltage model (Pending publish) Jing Lin, Edwin Khoo Journal of Power Sources
1 Apr 2024 SERC Institute for Infocomm Research Driving behavior-guided battery health monitoring for electric vehicles using extreme learning machine (Pending publish) Nanhua Jiang, Jiawei Zhang, Weiran Jiang, Yao Ren, Jing Lin, Edwin Khoo, Ziyou Song Applied Energy
24 Aug 2023 SERC Institute for Infocomm Research Early prediction of battery remaining useful life using AI and physics Edwin Khoo 10th International Congress on Industrial and Applied Mathematics
1 Jun 2023 SERC Institute for Infocomm Research An Identifiability Study of Lithium-Ion Battery Capacity Fade Using an Electrode-Specific Cell OCV Model Jing Lin, Edwin Khoo 243rd ECS Meeting
30 May 2023 SERC Institute of Materials Research and Engineering Local microenvironment tuning induces switching between electrochemical CO2 reduction pathways Surani Bin Dolmanan, Annette Böhme, Ziting Fan, Alex J. King, Aidan Q. Fenwick, Albertus Denny Handoko, Wan Ru Leow, Adam Z. Weber, Xinbin Ma, Edwin Khoo, Harry A. Atwater, Yanwei Lum Journal of Materials Chemistry A
6 Jan 2023 SERC Institute for Infocomm Research A Hybrid Ensemble Deep Learning Approach for Early Prediction of Battery Remaining Useful Life Qing Xu, Min Wu, Edwin Khoo, Zhenghua Chen, Xiaoli Li IEEE/CAA Journal of Automatica Sinica
12 Dec 2022 SERC Institute for Infocomm Research A Parametric Study of Lithium-Ion Battery Capacity Fade Using a Cell OCV Model Jing Lin, Edwin Khoo Asian Conference on Electrochemical Power Sources (ACEPS)
11 May 2022 SERC Institute of Materials Research and Engineering Theory-guided experimental design in battery materials research Alex Yong Sheng Eng, Chhail Bihari Soni, Yanwei Lum, Edwin Khoo, Zhenpeng Yao, S. K. Vineeth, Vipin Kumar, Jun Lu, Christopher S. Johnson, Christopher Wolverton, Zhi Wei Seh Science Advances
5 May 2022 SERC Institute for Infocomm Research Review—"Knees" in Lithium-Ion Battery Aging Trajectories Peter M Attia, Alexander Allen Bills, Ferran Brosa Planella, Philipp Dechent, Goncalo dos Reis, Matthieu Dubarry, Paul Gasper, Richard Gilchrist, Samuel Greenbank, David Howey, Ouyang Liu, Edwin Khoo, Yuliya Preger, ABHISHEK SONI, Shashank Sripad, Anna Stefanopoulou, Valentin Sulzer Journal of The Electrochemical Society
25 Oct 2021 SERC Institute for Infocomm Research Hybrid physics-based and data-driven modeling with calibrated uncertainty for lithium-ion battery degradation diagnosis and prognosis Jing Lin, Yu Zhang, Edwin Khoo NeurIPS 2021 Workshop on Tackling Climate Change with Machine Learning