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On the origin and application of the Bruggeman correlation for analysing transport phenomena in electrochemical systems
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journal
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May 2016 |
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Multi-Domain Modeling of Lithium-Ion Batteries Encompassing Multi-Physics in Varied Length Scales
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journal
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January 2011 |
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Direct Measurements of Effective Ionic Transport in Porous Li-Ion Electrodes
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journal
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December 2012 |
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Modeling and simulation of lithium-ion batteries
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journal
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September 2011 |
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The use of mathematical modeling in the design of lithium/polymer battery systems
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journal
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October 1995 |
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On Veracity of Macroscopic Lithium-Ion Battery Models
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journal
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January 2015 |
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An Analytical Method to Determine Tortuosity in Rechargeable Battery Electrodes
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journal
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January 2012 |
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Prediction of effective diffusivity of porous media using deep learning method based on sample structure information self-amplification
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journal
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November 2020 |
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The influence of the sigmoid function parameters on the speed of backpropagation learning
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book
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January 1995 |
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Micro-Scale Modeling of Li-Ion Batteries: Parameterization and Validation
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journal
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January 2012 |
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Predicting permeability from 3D rock images based on CNN with physical information
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journal
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March 2022 |
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Optimal charging of batteries via a single particle model with electrolyte and thermal dynamics
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conference
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July 2016 |
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Comparative Study of Traditional and Deep-Learning Denoising Approaches for Image-Based Petrophysical Characterization of Porous Media
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journal
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January 2022 |
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FIB/SEM-based calculation of tortuosity in a porous LiCoO2 cathode for a Li-ion battery
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journal
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February 2013 |
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Validity of the Bruggeman relation for porous electrodes
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journal
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October 2013 |
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An Interconnected Observer for Concurrent Estimation of Bulk and Surface Concentration in the Cathode and Anode of a Lithium-ion Battery
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journal
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September 2018 |
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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 |
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Predicting porosity, permeability, and tortuosity of porous media from images by deep learning
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journal
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December 2020 |
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Process noise quantification in Kalman filters with application to electrochemical Lithium-ion battery state estimation
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conference
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June 2019 |
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Ensembling neural networks: Many could be better than all
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journal
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May 2002 |
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Deep learning in pore scale imaging and modeling
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journal
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April 2021 |
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Machine learning toward advanced energy storage devices and systems
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journal
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January 2021 |
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Co-estimation of state-of-charge, capacity and resistance for lithium-ion batteries based on a high-fidelity electrochemical model
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journal
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October 2016 |
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Quantification and modeling of mechanical degradation in lithium-ion batteries based on nanoscale imaging
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journal
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June 2018 |
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Directions in secondary lithium battery research and development
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journal
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June 1993 |
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A single particle model with chemical/mechanical degradation physics for lithium ion battery State of Health (SOH) estimation
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journal
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February 2018 |
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Experimental measurements of effective diffusion coefficient of oxygen–nitrogen mixture in PEM fuel cell diffusion media
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journal
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January 2010 |
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Modeling of Particle-Particle Interactions in Porous Cathodes for Lithium-Ion Batteries
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journal
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January 2007 |
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Gradient-based learning applied to document recognition
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journal
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January 1998 |
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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 |
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Better Batteries Through Electrochemistry
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journal
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June 2014 |
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Enhancing the Performance of Convolutional Neural Networks on Quality Degraded Datasets
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conference
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November 2017 |
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Segmentation of experimental datasets via convolutional neural networks trained on phase field simulations
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journal
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August 2021 |
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Multiscale modeling of lithium-ion battery electrodes based on nano-scale X-ray computed tomography
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journal
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March 2016 |
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Impedance Spectroscopy Characterization of Porous Electrodes under Different Electrode Thickness Using a Symmetric Cell for High-Performance Lithium-Ion Batteries
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journal
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February 2015 |
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Estimating Dispersion Coefficient in Flow Through Heterogeneous Porous Media by a Deep Convolutional Neural Network
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journal
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September 2021 |
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Dynamic evolution of cathode electrolyte interphase (CEI) on high voltage LiCoO2 cathode and its interaction with Li anode
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journal
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September 2018 |
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Effects of Diffusive Charge Transfer and Salt Concentration Gradient in Electrolyte on Li-ion Battery Energy and Power Densities
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journal
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April 2014 |
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Image based modelling of microstructural heterogeneity in LiFePO 4 electrodes for Li-ion batteries
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journal
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February 2014 |
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Evaluation of the relationship between cathode microstructure and electrochemical behavior for SOFCs
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journal
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February 2009 |
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Modeling, estimation, and control challenges for lithium-ion batteries
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conference
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June 2010 |
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Effect of Porosity on the Thick Electrodes for High Energy Density Lithium Ion Batteries for Stationary Applications
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journal
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November 2016 |
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Eulerian kinematics of flow through spatially periodic models of porous media
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journal
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September 1989 |
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Tortuosity Anisotropy in Lithium-Ion Battery Electrodes
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journal
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October 2013 |
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Imaging of 3D morphological evolution of nanoporous silicon anode in lithium ion battery by X-ray nano-tomography
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journal
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October 2018 |
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Multiscale modeling approach to determine effective lithium-ion transport properties
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conference
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May 2017 |
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Modeling of Galvanostatic Charge and Discharge of the Lithium/Polymer/Insertion Cell
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journal
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January 1993 |
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Quantification of SOFC anode microstructure based on dual beam FIB-SEM technique
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journal
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February 2010 |
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Applicability regimes for macroscopic models of reactive transport in porous media
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journal
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March 2011 |
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Tensorial effective transport properties of Li-ion battery separators elucidated by computational multiscale modeling
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journal
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October 2021 |
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Predicting Effective Diffusivity of Porous Media from Images by Deep Learning
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journal
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December 2019 |
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A Data-Driven Multiscale Framework to Estimate Effective Properties of Lithium-Ion Batteries from Microstructure Images
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journal
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July 2020 |
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Data driven analytics of porous battery microstructures
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journal
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January 2021 |
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Three-dimensional high resolution X-ray imaging and quantification of lithium ion battery mesocarbon microbead anodes
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journal
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February 2014 |
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Electrochemical characterization and post-mortem analysis of aged LiMn2O4–Li(Ni0.5Mn0.3Co0.2)O2/graphite lithium ion batteries. Part I: Cycle aging
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journal
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April 2014 |
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Lithium-Ion Battery State Estimation for a Single Particle Model with Intercalation-Induced Stress
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conference
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June 2018 |
|
Electrochemical characterization and post-mortem analysis of aged LiMn2O4–NMC/graphite lithium ion batteries part II: Calendar aging
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journal
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July 2014 |
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Battery State Estimation for a Single Particle Model With Electrolyte Dynamics
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journal
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March 2017 |
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A multi-scale approach to material modeling of fuel cell diffusion media
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journal
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March 2011 |
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Porous-electrode theory with battery applications
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journal
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January 1975 |
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Comparison of three-dimensional analysis and stereological techniques for quantifying lithium-ion battery electrode microstructures: COMPARISON AND TECHNIQUES FOR QUANTIFYING LITHIUM-ION BATTERY
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journal
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March 2016 |
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Materials Challenges Facing Electrical Energy Storage
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journal
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April 2008 |
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Tortuosity characterization of 3D microstructure at nano-scale for energy storage and conversion materials
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journal
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March 2014 |
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Measurement of three-dimensional microstructure in a LiCoO2 positive electrode
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journal
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April 2011 |
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Microstructural effects on the average properties in porous battery electrodes
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journal
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March 2016 |
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Quantifying the anisotropy and tortuosity of permeable pathways in clay-rich mudstones using models based on X-ray tomography
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journal
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November 2017 |
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Characterization of the 3-dimensional microstructure of a graphite negative electrode from a Li-ion battery
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journal
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March 2010 |
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Nondestructive Nanoscale 3D Elemental Mapping and Analysis of a Solid Oxide Fuel Cell Anode
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journal
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January 2010 |
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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 |
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Labeled Image Dataset of Generated Porous Electrode Microstructures and Calculated Transport Parameters for Neural Network Training
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dataset
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January 2022 |
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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 |
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Linking Morphology of Porous Media to Their Macroscopic Permeability by Deep Learning
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journal
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October 2019 |
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Issues and challenges facing rechargeable lithium batteries
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journal
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November 2001 |