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Digitalization of Battery Manufacturing: Current Status, Challenges, and Opportunities

Advanced energy materials, 2022-05, Vol.12 (17), p.n/a

2022

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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

Journal of power sources, 2021-02, Vol.485, p.229320, Article 229320

2021

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Rechargeable Batteries of the Future—The State of the Art from a BATTERY 2030+ Perspective

Advanced energy materials, 2022-05, Vol.12 (17), p.n/a

2022

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How Machine Learning Will Revolutionize Electrochemical Sciences

ACS energy letters, 2021-04, Vol.6 (4), p.1422-1431

2021

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Polymer Electrolyte Fuel Cells: Science, Applications, and Challenges

Franco, Alejandro A

2016

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Microstructure-Based Modeling of Aging Mechanisms in Catalyst Layers of Polymer Electrolyte Fuel Cells

The journal of physical chemistry. B, 2011-06, Vol.115 (25), p.8088-8101

2011

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Linking the Performances of Li–O2 Batteries to Discharge Rate and Electrode and Electrolyte Properties through the Nucleation Mechanism of Li2O2

Journal of physical chemistry. C, 2017-09, Vol.121 (36), p.19577-19585

2017

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Impact of Li2O2 Particle Size on Li–O2 Battery Charge Process: Insights from a Multiscale Modeling Perspective

The journal of physical chemistry letters, 2016-10, Vol.7 (19), p.3897-3902

2016

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About the Consideration of the Inactive Materials and the Meshing Procedures in Computational Models of Lithium Ion Battery Electrodes

ChemElectroChem, 2022-11, Vol.9 (21), p.n/a

2022

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Morphology of Supported Polymer Electrolyte Ultrathin Films: A Numerical Study

Journal of physical chemistry. C, 2015-01, Vol.119 (2), p.1201-1216

2015

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Fabrication of High-Quality Thin Solid-State Electrolyte Films Assisted by Machine Learning

ACS energy letters, 2021-04, Vol.6 (4), p.1639-1648

2021

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Boosting Rechargeable Batteries R&D by Multiscale Modeling: Myth or Reality?

Chemical reviews, 2019-04, Vol.119 (7), p.4569-4627

2019

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A Versatile and Efficient Voxelization-Based Meshing Algorithm of Multiple Phases

ACS omega, 2019-06, Vol.4 (6), p.11141-11144

2019

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A multiscale theoretical methodology for the calculation of electrochemical observables from ab initio data: Application to the oxygen reduction reaction in a Pt(1 1 1)-based polymer electrolyte membrane fuel cell

Electrochimica acta, 2011-12, Vol.56 (28), p.10842-10856

2011

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Artificial neural network approach for multiphase segmentation of battery electrode nano-CT images

npj computational materials, 2022-02, Vol.8 (1), p.1-11, Article 30

2022

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Impact of carbon monoxide on PEFC catalyst carbon support degradation under current-cycled operating conditions

Electrochimica acta, 2009-09, Vol.54 (22), p.5267-5279

2009

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Accelerated Optimization Methods for Force‐Field Parametrization in Battery Electrode Manufacturing Modeling

Batteries & supercaps, 2020-08, Vol.3 (8), p.721-730

2020

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Rechargeable Lithium Batteries: From Fundamentals to Applications

Franco, Alejandro

1, 2015

Volltextzugriff (PDF)

Data-driven assessment of electrode calendering process by combining experimental results, in silico mesostructures generation and machine learning

Journal of power sources, 2020-12, Vol.480, p.229103, Article 229103

2020

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Artificial Intelligence Applied to Battery Research: Hype or Reality?

Chemical reviews, 2022-06, Vol.122 (12), p.10899-10969

2022

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How Does the Surface Structure of Pt–Ni Alloys Control Water and Hydrogen Peroxide Formation?

ACS catalysis, 2016-09, Vol.6 (9), p.5641-5650

2016

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Study of CO and Hydrogen Interactions on Carbon-Supported Pt Nanoparticles by Quadrupole Mass Spectrometry and Operando Diffuse Reflectance FTIR Spectroscopy

Journal of physical chemistry. C, 2013-11, Vol.117 (44), p.22756-22767

2013

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Lithium ion battery electrodes predicted from manufacturing simulations: Assessing the impact of the carbon-binder spatial location on the electrochemical performance

Journal of power sources, 2019-12, Vol.444, p.227285, Article 227285

2019

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Mesoscale Effects in the Extraction of the Solid-State Lithium Diffusion Coefficient Values of Battery Active Materials: Physical Insights from 3D Modeling

The journal of physical chemistry letters, 2020-04, Vol.11 (7), p.2775-2780

2020

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Functional data-driven framework for fast forecasting of electrode slurry rheology simulated by molecular dynamics

npj computational materials, 2022-07, Vol.8 (1), p.1-9, Article 161

2022

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Digitalization of Battery Manufacturing: Current Status, Challenges, and Opportunities

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

Rechargeable Batteries of the Future—The State of the Art from a BATTERY 2030+ Perspective

How Machine Learning Will Revolutionize Electrochemical Sciences

Polymer Electrolyte Fuel Cells: Science, Applications, and Challenges

Microstructure-Based Modeling of Aging Mechanisms in Catalyst Layers of Polymer Electrolyte Fuel Cells

Linking the Performances of Li–O2 Batteries to Discharge Rate and Electrode and Electrolyte Properties through the Nucleation Mechanism of Li2O2

Impact of Li2O2 Particle Size on Li–O2 Battery Charge Process: Insights from a Multiscale Modeling Perspective

About the Consideration of the Inactive Materials and the Meshing Procedures in Computational Models of Lithium Ion Battery Electrodes

Morphology of Supported Polymer Electrolyte Ultrathin Films: A Numerical Study

Fabrication of High-Quality Thin Solid-State Electrolyte Films Assisted by Machine Learning

Boosting Rechargeable Batteries R&D by Multiscale Modeling: Myth or Reality?

A Versatile and Efficient Voxelization-Based Meshing Algorithm of Multiple Phases

A multiscale theoretical methodology for the calculation of electrochemical observables from ab initio data: Application to the oxygen reduction reaction in a Pt(1 1 1)-based polymer electrolyte membrane fuel cell

Artificial neural network approach for multiphase segmentation of battery electrode nano-CT images

Impact of carbon monoxide on PEFC catalyst carbon support degradation under current-cycled operating conditions

Accelerated Optimization Methods for Force‐Field Parametrization in Battery Electrode Manufacturing Modeling

Rechargeable Lithium Batteries: From Fundamentals to Applications

Data-driven assessment of electrode calendering process by combining experimental results, in silico mesostructures generation and machine learning

Artificial Intelligence Applied to Battery Research: Hype or Reality?

How Does the Surface Structure of Pt–Ni Alloys Control Water and Hydrogen Peroxide Formation?

Study of CO and Hydrogen Interactions on Carbon-Supported Pt Nanoparticles by Quadrupole Mass Spectrometry and Operando Diffuse Reflectance FTIR Spectroscopy

Lithium ion battery electrodes predicted from manufacturing simulations: Assessing the impact of the carbon-binder spatial location on the electrochemical performance

Mesoscale Effects in the Extraction of the Solid-State Lithium Diffusion Coefficient Values of Battery Active Materials: Physical Insights from 3D Modeling

Functional data-driven framework for fast forecasting of electrode slurry rheology simulated by molecular dynamics

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