Quantitative Parameter Estimation, Model Selection, and Variable Selection in Battery Science

Identifiability and Parameter Estimation of the Single Particle Lithium-Ion Battery Model

(2018) Adrien M. Bizeray et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

Long Short-Term Memory Networks for Accurate State-of-Charge Estimation of Li-ion Batteries

(2018) Ephrem Chemali et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Data Science Approaches for Electrochemical Engineers: An Introduction through Surrogate Model Development for Lithium-Ion Batteries

(2018) Neal Dawson-Elli et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Operando Study of LiV 3 O 8 Cathode: Coupling EDXRD Measurements to Simulations

(2018) Nicholas W. Brady et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Method of Measuring Salt Transference Numbers in Ion-Selective Membranes

(2017) Jonathan T. Vardner et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Mastering the game of Go without human knowledge

(2017) David Silver et al.   NATURE

Estimating parameters from rotating ring disc electrode measurements

(2017) Shriram Santhanagopalan et al.   RUSSIAN JOURNAL OF ELECTROCHEMISTRY

Discharge, Relaxation, and Charge Model for the Lithium Trivanadate Electrode: Reactions, Phase Change, and Transport

(2016) Nicholas W. Brady et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Mastering the game of Go with deep neural networks and tree search

(2016) David Silver et al.   NATURE

Modeling the Mesoscale Transport of Lithium-Magnetite Electrodes Using Insight from Discharge and Voltage Recovery Experiments

(2015) K. W. Knehr et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Genetic identification and fisher identifiability analysis of the Doyle–Fuller–Newman model from experimental cycling of a LiFePO4 cell

(2012) Joel C. Forman et al.   JOURNAL OF POWER SOURCES

Parameter Estimation and Capacity Fade Analysis of Lithium-Ion Batteries Using Reformulated Models

(2011) Venkatasailanathan Ramadesigan et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Robust Bayesian estimation of kinetics for the polymorphic transformation of L-glutamic acid crystals

(2008) Martin Wijaya Hermanto et al.   AICHE JOURNAL

DROWNING IN DATA: Informatics and modeling challenges in a data-rich networked world

(2008) Venkat Venkatasubramanian   AICHE JOURNAL