Modeling analysis of the effect of battery design on internal short circuit hazard in LiNi0.8Co0.1Mn0.1O2/SiOx-graphite lithium ion batteries
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journal
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June 2020 |
Multiscale Simulation Platform Linking Lithium Ion Battery Electrode Fabrication Process with Performance at the Cell Level
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journal
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November 2017 |
Tracking variabilities in the simulation of Lithium Ion Battery electrode fabrication and its impact on electrochemical performance
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journal
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July 2019 |
Finite-size effects on heat and mass transfer in porous electrodes
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journal
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September 2022 |
Bridging nano- and microscale X-ray tomography for battery research by leveraging artificial intelligence
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April 2022 |
Lithium ion battery electrodes predicted from manufacturing simulations: Assessing the impact of the carbon-binder spatial location on the electrochemical performance
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journal
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December 2019 |
Reconciling deep learning and first‐principle modelling for the investigation of transport phenomena in chemical engineering
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journal
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February 2023 |
Experiment and simulation of the fabrication process of lithium-ion battery cathodes for determining microstructure and mechanical properties
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journal
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April 2016 |
Computationally Efficient Multiscale Neural Networks Applied to Fluid Flow in Complex 3D Porous Media
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journal
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May 2021 |
Influence of carbon binder domain on the performance of lithium‐ion batteries: Impact of size and fractal dimension
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journal
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February 2022 |
Resolving the Discrepancy in Tortuosity Factor Estimation for Li-Ion Battery Electrodes through Micro-Macro Modeling and Experiment
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journal
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January 2018 |
Modeling of Galvanostatic Charge and Discharge of the Lithium/Polymer/Insertion Cell
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journal
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January 1993 |
Investigating electrode calendering and its impact on electrochemical performance by means of a new discrete element method model: Towards a digital twin of Li-Ion battery manufacturing
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February 2021 |
Using Machine Learning to Predict Multiphase Flow through Complex Fractures
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journal
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November 2022 |
Machine learning-assisted multi-objective optimization of battery manufacturing from synthetic data generated by physics-based simulations
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journal
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February 2023 |
Machine-learning-revealed statistics of the particle-carbon/binder detachment in lithium-ion battery cathodes
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journal
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May 2020 |
Modeling and simulation of inhomogeneities in a 18650 nickel-rich, silicon-graphite lithium-ion cell during fast charging
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journal
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February 2019 |
Pore Network Modelling of Galvanostatic Discharge Behaviour of Lithium-Ion Battery Cathodes
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journal
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July 2021 |
Boosting Rechargeable Batteries R&D by Multiscale Modeling: Myth or Reality?
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journal
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March 2019 |
Dynamically Polarizable Force Fields for Surface Simulations via Multi-output Classification Neural Networks
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journal
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July 2021 |
Aging of a Lithium-Metal/LFP Cell: Predictive Model and Experimental Validation
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journal
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February 2023 |
An experimentally-validated 3D electrochemical model revealing electrode manufacturing parameters’ effects on battery performance
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journal
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January 2023 |
Effects of three-dimensional cathode microstructure on the performance of lithium-ion battery cathodes
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journal
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January 2013 |
Three-dimensional particle-resolved models of Li-ion batteries to assist the evaluation of empirical parameters in one-dimensional models
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journal
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March 2012 |
Electrochemical transport modelling and open-source simulation of pore-scale solid–liquid systems
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journal
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September 2023 |
3D microstructure design of lithium-ion battery electrodes assisted by X-ray nano-computed tomography and modelling
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journal
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April 2020 |
Deep neural networks for improving physical accuracy of 2D and 3D multi-mineral segmentation of rock micro-CT images
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journal
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June 2021 |
Deep Residual Learning for Image Recognition
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conference
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June 2016 |
Towards autonomous high-throughput multiscale modelling of battery interfaces
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journal
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January 2022 |
Charge transport modelling of Lithium-ion batteries
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journal
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October 2021 |
A review on electric vehicle battery modelling: From Lithium-ion toward Lithium–Sulphur
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journal
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April 2016 |
Impact of geostatistical nonstationarity on convolutional neural network predictions
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journal
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November 2022 |
Visualizing the Carbon Binder Phase of Battery Electrodes in Three Dimensions
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journal
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July 2018 |
Beneficial Effects of Three-Dimensional Structured Electrodes for the Fast Charging of Lithium-Ion Batteries
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journal
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December 2021 |
Temperature and Concentration Dependence of the Ionic Transport Properties of Lithium-Ion Battery Electrolytes
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journal
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January 2019 |
LAMMPS - a flexible simulation tool for particle-based materials modeling at the atomic, meso, and continuum scales
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journal
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February 2022 |
Solute transport and reaction in porous electrodes at high Schmidt numbers
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journal
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May 2020 |
PoreFlow-Net: A 3D convolutional neural network to predict fluid flow through porous media
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journal
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April 2020 |
Python Battery Mathematical Modelling (PyBaMM)
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journal
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January 2021 |
Probing the Role of Multi-scale Heterogeneity in Graphite Electrodes for Extreme Fast Charging
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journal
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April 2022 |
Prediction of local concentration fields in porous media with chemical reaction using a multi scale convolutional neural network
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journal
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January 2023 |
From Computational Fluid Dynamics to Structure Interpretation via Neural Networks: An Application to Flow and Transport in Porous Media
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journal
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March 2022 |
Homogenization-Informed Convolutional Neural Networks for Estimation of Li-ion Battery Effective Properties
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journal
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October 2022 |
A Modified Multiphysics model for Lithium-Ion batteries with a LixNi1/3Mn1/3Co1/3O2 electrode
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journal
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August 2015 |
Use of machine learning tools and NIR spectra to estimate residual moisture in freeze-dried products
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journal
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May 2023 |
Survey and sensitivity analysis of critical parameters in lithium-ion battery thermo-electrochemical modeling
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journal
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October 2021 |
Review of simplified Pseudo-two-Dimensional models of lithium-ion batteries
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journal
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September 2016 |
High Rate Capability of Li(Ni 1/3 Mn 1/3 Co 1/3 )O 2 Electrode for Li-Ion Batteries
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journal
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January 2012 |