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courbe en fond

Former staff and alumni


Liu Chaoyue

Liu
Chaoyue

  • PhD

Tél. : +33 3 22 82 53 41


Main Research Activities

The PhD project is part of the ARTISTIC project lead by Prof. Alejandro A. Franco. The target of ARTISTIC project is to create a modeling framework to rationalize and optimize the electrode fabrication process. My task is to extend the manufacturing simulation platform to other materials including LiFePO4 and silicon, to improve the scope of application of the modeling framework. The challenge will be integrating different mechanisms to the platform, for example phase separation for LiFePO4 and volume change and stress distribution of silicon.

Supervisor   Prof. Alejandro A. Franco

Academic Training

Master of Applied Chemistry (Xiamen University,China, 2017-2020)
Project: Electrochemical and thermal modelling of Li-ion battery.
Supervisor: Prof. Jinbao Zhao


Professional skills

Numerical simulation of batteries : Comsol, Matlab
Thermal characterization of materials and battery cells : DSC, ARC

Running Projects

ARTISTIC (Advanced and Reusable Theory for the In Silico optimization of composite electrode fabrication processes for rechargeable battery Technology with Innovative Chemistries) /2018-2023/ ERC Consolidator Grant


Toward high-performance energy and power battery cells with machine learning-based optimization of electrode manufacturing

Marc Duquesnoy, Chaoyue Liu, Vishank Kumar, Elixabete Ayerbe and Alejandro A. Franco

Journal of Power Sources, 2024

Toward high-performance energy and power battery cells with machine learning-based optimization of electrode manufacturing

Marc Duquesnoy; Chaoyue Liu; Vishank Kumar, Elixabete Ayerbe and Alejandro A; Franco

Journal of Power Sources, 2024

Combining Virtual Reality with Mixed Reality for efficient training in Battery Manufacturing

Lucie Denisart, Diana Zapata-Dominguez, Xavier David, Aubin Leclere, Romain Lelong, Chaoyue Liu, Jiahui Xu, Emilie Loup-Escande, Alejandro A. Franco

Batteries & Supercaps, 2023

Optimization of the microstructure of carbon felt electrodes by applying the lattice Boltzmann method and Bayesian optimizer

Jia Yu, Marc Duquesnoy, Chaoyue Liu, Alejandro A. Franco

Journal of Power Sources, 2023

Machine Learning-Assisted Multi-Objective Optimization of Battery Manufacturing from Synthetic Data Generated by Physics-Based Simulations

Marc Duquesnoy, Chaoyue Liu, Diana Zapata Dominguez, Vishank Kumar, Elixabete Ayerbe, Alejandro A. Franco

Energy Storage Materials, 2023

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