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View article: Uncertainty quantification and propagation in lithium-ion battery electrodes using bayesian convolutional neural networks
Uncertainty quantification and propagation in lithium-ion battery electrodes using bayesian convolutional neural networks Open
View article: Credible, Automated Meshing of Images (CAMI).
Credible, Automated Meshing of Images (CAMI). Open
View article: Probing the Role of Multi-scale Heterogeneity in Graphite Electrodes for Extreme Fast Charging
Probing the Role of Multi-scale Heterogeneity in Graphite Electrodes for Extreme Fast Charging Open
Electrode-scale heterogeneity can combine with complex electrochemical interactions to impede lithium-ion battery performance, particularly during fast charging. This study investigates the influence of electrode heterogeneity at different…
View article: Probing the Influence of Multiscale Heterogeneity on Effective Properties of Graphite Electrodes
Probing the Influence of Multiscale Heterogeneity on Effective Properties of Graphite Electrodes Open
Graphite electrodes in the lithium-ion battery exhibit various particle shapes, including spherical and platelet morphologies, which influence structural and electrochemical characteristics. It is well established that porous structures ex…
View article: Electrode Mesoscale Morphology: How 3D Imaging Combined with Predictive Simulation Improves Performance Insight.
Electrode Mesoscale Morphology: How 3D Imaging Combined with Predictive Simulation Improves Performance Insight. Open
View article: Uncertainty in 3D Image-Based Effective Property Simulations using Bayesian Convolutional Neural Networks.
Uncertainty in 3D Image-Based Effective Property Simulations using Bayesian Convolutional Neural Networks. Open
View article: Quantifying the Unknown: Impact of Segmentation Uncertainty on Image-based Simulations.
Quantifying the Unknown: Impact of Segmentation Uncertainty on Image-based Simulations. Open
Normal distribution, but, in more complicated physics simulations, the resulting uncertainty distribution can be surprisingly nontrivial. We establish that bounding segmentation uncertainty can fail in these nontrivial situations. While ou…
View article: Impact of Inter-Particle Interactions on Electrochemical Performance of Lithium-Ion Battery Electrodes.
Impact of Inter-Particle Interactions on Electrochemical Performance of Lithium-Ion Battery Electrodes. Open