activity
20132023
most citedBridging Nano and Micro-scale X-ray Tomography for Battery Research by Leveraging Artificial Intelligence

223 citations · 373 across the 12 of their papers we have counts for

collaborators

13 papers

physics.chem-ph2023

In Situ Three-Dimensional Mapping of Lithiation Heterogeneity in NMC Electrodes using XANES Nanotomography

Tuan-Tu Nguyen, Jiahui Xu, Zeliang Su +5

Spatial heterogeneity in lithiation complicates the interpretation of electrode-averaged electrochemical measurements and the assessment of local active-material utilization. Here,…

cs.LG2023★ 1 cited

Toward High-Performance Energy and Power Battery Cells with Machine Learning-based Optimization of Electrode Manufacturing

Marc Duquesnoy, Chaoyue Liu, Vishank Kumar +2

The optimization of the electrode manufacturing process is important for upscaling the application of Lithium Ion Batteries (LIBs) to cater for growing energy demand. In particular…

physics.comp-ph2023★ 31 cited

Computational Model for Predicting Particle Fracture During Electrode Calendering

Jiahui Xu, Brayan Paredes-Goyes, Zeliang Su +4

In the context of calling for low carbon emissions, lithium-ion batteries (LIBs) have been widely concerned as a power source for electric vehicles, so the fundamental science behi…

cond-mat.mtrl-sci2023

Binder-free CNT cathodes for Li-O batteries with more than one life

Zeliang Su, Israel Temprano, Nicolas Folastre +7

Li-O batteries (LOB) performance degradation ultimately occurs through the accumulation of discharge products and irreversible clogging of the porous electrode during the cycli…

physics.chem-ph2022

An Experimentally-Validated 3D Electrochemical Model Revealing Electrode Manufacturing Parameters Effects on Battery Performance

Chaoyue Liu, Teo Lombardo, Jiahui Xu +2

Electrode manufacturing is at the core of the lithium ion battery (LIB) fabrication process. The electrode microstructure and the electrochemical performance are determined by the…

physics.chem-ph2022★ 2 cited

Lithium Ion Battery Electrode Manufacturing Model Accounting for 3D Realistic Shapes of Active Material Particles

Jiahui Xu, Alain C. Ngandjong, Chaoyue Liu +4

The demand for lithium ion batteries (LIBs) on the market has gradually risen, with production increasing every year. To meet industrial needs, the development of digital twins des…

physics.chem-ph2022

Functional Data-Driven Framework for Fast Forecasting of Electrode Slurry Rheology Simulated by Molecular Dynamics

Marc Duquesnoy, Teo Lombardo, Fernando Caro +5

Computational modeling of the manufacturing process of Lithium-Ion Battery (LIB) composite electrodes based on mechanistic approaches, allows predicting the influence of manufactur…

cond-mat.mtrl-sci2021★ 223 cited

Bridging Nano and Micro-scale X-ray Tomography for Battery Research by Leveraging Artificial Intelligence

Jonathan Scharf, Mehdi Chouchane, Donal P. Finegan +11

X-ray Computed Tomography (X-ray CT) is a well-known non-destructive imaging technique where contrast originates from the materials' absorption coefficients. Novel battery characte…

cond-mat.mtrl-sci2021★ 1 cited

Quantitatively Designing Porous Copper Current Collectors for Lithium Metal Anode

Bingyu Lu, Edgar Olivera, Jonathan Scharf +13

Lithium metal has been an attractive candidate as a next generation anode material. Despite its popularity, stability issues of lithium in the liquid electrolyte and the formation…

physics.chem-ph2021

CHAMPION: Chalmers Hierarchical Atomic, Molecular, Polymeric & Ionic Analysis Toolkit

Rasmus Andersson, Fabian Årén, Alejandro A. Franco +1

We present CHAMPION: a software developed to automatically detect time-dependent bonds between atoms based on their dynamics, classify the local graph topology around them, and ana…

cond-mat.mtrl-sci2014★ 60 cited

Morphology of supported polymer electrolyte ultra-thin films: a numerical study

Daiane Damasceno Borges, Gerard Gebel, Alejandro A. Franco +2

Morphology of polymer electrolytes membranes (PEM), e.g., Nafion, inside PEM fuel cell catalyst layers has significant impact on the electrochemical activity and transport phenomen…

physics.chem-ph2014

A simple mathematical approach to optimize the structure of reaction-diffusion physicochemical systems

Jean-Paul Chehab, Alejandro A. Franco, Youcef Mammeri

The calculation of optimal structures in reaction-diffusion models is of great importance in many physicochemical systems. We propose here a simple method to monitor the number of…

cond-mat.soft2013★ 55 cited

Inhomogeneous transport in model hydrated polymer electrolyte supported ultra-thin films

D. Damasceno Borges, A. A. Franco, K. Malek +2

Structure of polymer electrolytes membranes, e.g., Nafion, inside fuel cell catalyst layers has significant impact on the electrochemical activity and transport phenomena that dete…