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A Critical Review of Machine Learning of Energy Materials
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journal
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January 2020 |
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Artificial Neural Network–Based Multisensor Monitoring System for Collision Damage Assessment of Lithium‐Ion Battery Cells
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journal
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March 2020 |
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Online internal short circuit detection for a large format lithium ion battery
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journal
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January 2016 |
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Modeling electrochemical impedance spectroscopy
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journal
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February 2019 |
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Multi-physics-resolved digital twin of proton exchange membrane fuel cells with a data-driven surrogate model
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journal
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August 2020 |
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Thermal runaway mechanism of lithium ion battery for electric vehicles: A review
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journal
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January 2018 |
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The effect of external compressive loads on the cycle lifetime of lithium-ion pouch cells
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journal
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October 2017 |
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Detecting the internal short circuit in large-format lithium-ion battery using model-based fault-diagnosis algorithm
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journal
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August 2018 |
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A reliable approach of differentiating discrete sampled-data for battery diagnosis
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journal
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February 2020 |
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DGM: A deep learning algorithm for solving partial differential equations
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journal
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December 2018 |
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A mesh-free method for interface problems using the deep learning approach
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journal
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January 2020 |
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Understanding Full-Cell Evolution and Non-chemical Electrode Crosstalk of Li-Ion Batteries
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journal
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June 2018 |
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Operando Pressure Measurements Reveal Solid Electrolyte Interphase Growth to Rank Li-Ion Cell Performance
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journal
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March 2019 |
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Data-Driven Safety Envelope of Lithium-Ion Batteries for Electric Vehicles
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journal
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November 2019 |
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Battery Safety: Data-Driven Prediction of Failure
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journal
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November 2019 |
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Battery Lifetime Prognostics
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journal
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February 2020 |
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Thermal behavior and electrochemical heat generation in a commercial 40 Ah lithium ion pouch cell
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journal
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July 2015 |
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Lithium-ion cell-to-cell variation during battery electric vehicle operation
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journal
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November 2015 |
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Safety focused modeling of lithium-ion batteries: A review
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journal
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February 2016 |
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A Bayesian nonlinear random effects model for identification of defective batteries from lot samples
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journal
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February 2017 |
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Failure statistics for commercial lithium ion batteries: A study of 24 pouch cells
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journal
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February 2017 |
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A review of safety-focused mechanical modeling of commercial lithium-ion batteries
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journal
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February 2018 |
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A look into the voltage plateau signal for detection and quantification of lithium plating in lithium-ion cells
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journal
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August 2018 |
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State-of-charge estimation of Li-ion batteries using deep neural networks: A machine learning approach
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journal
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October 2018 |
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Modelling and experiments to identify high-risk failure scenarios for testing the safety of lithium-ion cells
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journal
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March 2019 |
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Separation of predominant processes in electrochemical impedance spectra of lithium-ion batteries with nickel-manganese-cobalt cathodes
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journal
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June 2019 |
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Passive impedance spectroscopy for monitoring lithium-ion battery cells during vehicle operation
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journal
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February 2020 |
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Lithium ion battery electrolyte degradation of field-tested electric vehicle battery cells – A comprehensive analytical study
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journal
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January 2020 |
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A novel embedded method for in-situ measuring internal multi-point temperatures of lithium ion batteries
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journal
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April 2020 |
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Lift & Learn: Physics-informed machine learning for large-scale nonlinear dynamical systems
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journal
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May 2020 |
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Data-driven health estimation and lifetime prediction of lithium-ion batteries: A review
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journal
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October 2019 |
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Evolution of the Solid–Electrolyte Interphase on Carbonaceous Anodes Visualized by Atomic-Resolution Cryogenic Electron Microscopy
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journal
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July 2019 |
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Electrode Degradation in Lithium-Ion Batteries
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journal
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January 2020 |
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Theory of Chemical Kinetics and Charge Transfer based on Nonequilibrium Thermodynamics
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journal
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June 2012 |
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Identifying degradation patterns of lithium ion batteries from impedance spectroscopy using machine learning
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journal
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April 2020 |
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Data-driven prediction of battery cycle life before capacity degradation
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journal
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March 2019 |
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Closed-loop optimization of fast-charging protocols for batteries with machine learning
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journal
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February 2020 |
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Internal short circuit detection in Li-ion batteries using supervised machine learning
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journal
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January 2020 |
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Predicting the state of charge and health of batteries using data-driven machine learning
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journal
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March 2020 |
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High-throughput density-functional perturbation theory phonons for inorganic materials
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journal
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May 2018 |
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Effect of Temperature on the Aging rate of Li Ion Battery Operating above Room Temperature
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journal
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August 2015 |
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Li-ion Battery Separators, Mechanical Integrity and Failure Mechanisms Leading to Soft and Hard Internal Shorts
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journal
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September 2016 |
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Characterising thermal runaway within lithium-ion cells by inducing and monitoring internal short circuits
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journal
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January 2017 |
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Degradation of battery separators under charge–discharge cycles
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journal
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January 2017 |
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Solving high-dimensional partial differential equations using deep learning
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journal
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August 2018 |
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Learning the Physics of Pattern Formation from Images
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journal
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February 2020 |
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Active learning of uniformly accurate interatomic potentials for materials simulation
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journal
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February 2019 |
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A Rotating Machinery Fault Diagnosis Method Based on Feature Learning of Thermal Images
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journal
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January 2019 |
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The Explosive Nature of Tab Burrs in Li-Ion Batteries
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journal
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January 2019 |
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Li-ion Battery Reliability – A Case Study of the Apple iPhone ®
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journal
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January 2019 |
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Variational Auto-Regularized Alignment for Sim-to-Real Control
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conference
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May 2020 |
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Origin and hysteresis of lithium compositional spatiodynamics within battery primary particles
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journal
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August 2016 |
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In Situ Observation and Mathematical Modeling of Lithium Distribution within Graphite
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journal
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January 2017 |
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Detection of Internal Defects in Lithium-Ion Batteries Using Lock-in Thermography
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journal
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January 2015 |
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Multiphase Porous Electrode Theory
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journal
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January 2017 |
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Electrochemical Kinetics of SEI Growth on Carbon Black: Part II. Modeling
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journal
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January 2019 |
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Analysis on the Fault Features for Internal Short Circuit Detection Using an Electrochemical-Thermal Coupled Model
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journal
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January 2018 |
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Internal Short Circuit Trigger Method for Lithium-Ion Battery Based on Shape Memory Alloy
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journal
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January 2017 |
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Review—Dynamic Models of Li-Ion Batteries for Diagnosis and Operation: A Review and Perspective
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journal
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January 2018 |
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State of Charge and State of Health Estimation Using Electrochemical Acoustic Time of Flight Analysis
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journal
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January 2017 |
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Volume, Pressure and Thickness Evolution of Li-Ion Pouch Cells with Silicon-Composite Negative Electrodes
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journal
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January 2017 |
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Analysis of Manufacturing-Induced Defects and Structural Deformations in Lithium-Ion Batteries Using Computed Tomography
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journal
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April 2018 |