Initial estimates for the dynamics of a Hammerstein system. - Johan Schoukens; Widanalage Dhammika Widanage; Keith R. Godfrey; Rik Pintelon (Autom., 2007)

Effects of Overlapping and Windowing on Frequency Response Function Estimates of Systems With Random Inputs. - Widanalage Dhammika Widanage; John L. Douce; Keith R. Godfrey (IEEE Trans. Instrum. Meas., 2009)

Comparison of several data-driven nonlinear system identification methods on a simplified glucoregulatory system example. - Anna Marconato; Maarten Schoukens; Koen Tiels; Widanalage Dhammika Widanage; Amjad Abu-Rmileh; Johan Schoukens (CoRR, 2018)

System level heat pump model for investigations into thermal management of electric vehicles at low temperatures. - James Jeffs; Andrew McGordon; Alessandro Picarelli; Simon Robinson; Widanalage Dhammika Widanage (Modelica, 2019)

Gaussian Process Regression With Automatic Relevance Determination Kernel for Calendar Aging Prediction of Lithium-Ion Batteries. - Kailong Liu; Yi Li; Xiaosong Hu; Mattin Lucu; Widanalage Dhammika Widanage (IEEE Trans. Ind. Informatics, 2020)

A Study of Reduced Battery Degradation Through State-of-Charge Pre-Conditioning for Vehicle-to-Grid Operations. - Truong Minh Ngoc Bui; Muhammad Sheikh; Truong Q. Dinh; Aniruddha Gupta; Widanalage Dhammika Widanage; James Marco (IEEE Access, 2021)

Feature Analyses and Modelling of Lithium-ion Batteries Manufacturing based on Random Forest Classification. - Kailong Liu; Xiaosong Hu; Huiyu Zhou 001; Lei Tong; Widanalage Dhammika Widanage; James Marco (CoRR, 2021)

Recovering large-scale battery aging dataset with machine learning. - Xiaopeng Tang; Kailong Liu; Kang Li 002; Widanalage Dhammika Widanage; Emma Kendrick; Furong Gao (Patterns, 2021)

A Data-Driven Approach With Uncertainty Quantification for Predicting Future Capacities and Remaining Useful Life of Lithium-ion Battery. - Kailong Liu; Yunlong Shang; Quan Ouyang; Widanalage Dhammika Widanage (IEEE Trans. Ind. Electron., 2021)

State of Health Estimation of Lithium-Ion Batteries in Vehicle-to-Grid Applications Using Recurrent Neural Networks for Learning the Impact of Degradation Stress Factors. - Kotub Uddin; James Schofield; Widanalage Dhammika Widanage (CoRR, 2022)

Jointly Learning Consistent Causal Abstractions Over Multiple Interventional Distributions. - Fabio Massimo Zennaro; Máté Drávucz; Geanina Apachitei; Widanalage Dhammika Widanage; Theodoros Damoulas (CLeaR, 2023)

A Comparative Study of Equivalent Circuit Models with Diverse Nonlinear Dynamics for Li-Ion Batteries. - Chuanxin Fan; Tao Zhao; Widanalage Dhammika Widanage (IECON, 2023)

Electrochemical impedance spectroscopy beyond linearity and stationarity - a critical review. - Noël Hallemans; David A. Howey; Alberto Battistel; Nessa Fereshteh Saniee; Federico Scarpioni; Benny Wouters; Fabio La Mantia; Annick Hubin; Widanalage Dhammika Widanage; John Lataire (CoRR, 2023)

Frequency domain parametric estimation of fractional order impedance models for Li-ion batteries. - Freja Vandeputte; Noël Hallemans; Jishnu Ayyangatu Kuzhiyil; Nessa Fereshteh Saniee; Widanalage Dhammika Widanage; John Lataire (CoRR, 2023)

Lumped-Parameter Modeling: Enabling Real-Time Battery Management. - Mehrdad Babazadeh; Widanalage Dhammika Widanage (CoDIT, 2024)