Chen Z. Email and Phone Number
Detail-oriented and committed engineer with a strong passion for innovation and technology. I specialize in developing advanced digital models for the next generation of lithium-ion batteries, combining expertise in physics-based simulations, machine learning, and data-driven approaches. My problem-solving skills, teamwork spirit, and dedication to excellence enable me to tackle complex challenges and deliver impactful solutions.Core Competencies: Mathematical modeling with PDEs and ODEs, macroscopic and mesoscopic simulations of lithium-ion and lithium metal batteries, CFD simulation, advanced data analysis and visualization, machine learning (TFT and PINN models), Python scripting, Bayesian optimization, and workflow automation.Software Expertise: COMSOL Multiphysics, StarCCM+, ANSYS Fluent, Siemens HEEDs, Spaceclaim, Matlab, and PyTorch Forecasting.Languages: Fluent in English, French, and Chinese.I am passionate about integrating physical simulations with AI to drive innovation in battery technology and accelerate the transition to sustainable energy solutions.
Factorial Energy
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Senior Battery Simulation EngineerFactorial Energy May 2024 - PresentWoburn, Massachusetts, UsDeveloped advanced cell-level models in COMSOL Multiphysics with custom degradation equations, extracting material properties from GITT and EIS data. Designed and implemented a Bayesian optimization procedure for parameter calibration and automated the modeling workflow for scalable applications. Created optimal MSCC charging protocols, enabling 10%-90% charging in under 18 minutes while preserving cycle life, with a pending patent for the methodology. Built thermal models for large-capacity cells (>100Ah) to ensure efficient thermal management. Developed a TFT-based deep learning model in PyTorch Forecasting to predict SoH degradation and a PINN model inspired by Nature research to predict SoH using partial charging data.
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Battery Simulation EngineerFactorial Energy Dec 2022 - May 2024Woburn, Massachusetts, Us
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R&I Multiphysics Modeling EngineerSolvay Jan 2020 - Dec 2022Brussels, BeCarry multiphysics research by implementing mechanic, thermodynamic and aging coupling in LIBs models.Participate in European project MODALIS2 to develop advanced modeling toolchain for Gen3 and Gen4 lithium-ion battery.Build up connections with EU project partners ( IFPEN, Siemens, Saft) for material characterization, battery assembling, and modeling.Develop complicate electrochemical models for battery cells by applying mathematical and physical equations ( PDEs and ODEs).Conduct simulations, technical reports, and presentations for internal customers.Lead technical collaboration with academic researchers and battery manufacturers. -
R&I Cfd Simulation EngineerSolvay Oct 2018 - Jan 2020Brussels, BeCarrying out Computational Fluid Dynamic studies for applications in the industrial domaine. (CAD, meshing, simulation, analysis, presentation of results)
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Research Development InternshipSolvay Mar 2018 - Aug 2018Brussels, BeDevelopment of modeling tools for the optimization of a catalytic process.
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Industrial InternshipSanofi May 2017 - Sep 2017Paris, France, FrData management of security incidents report.VBA programming for the graphic user interface.
Chen Z. Skills
Chen Z. Education Details
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Toulouse InpChemical Engineering -
Ecole Nationale Supérieure De Chimie De Rennes
Frequently Asked Questions about Chen Z.
What company does Chen Z. work for?
Chen Z. works for Factorial Energy
What is Chen Z.'s role at the current company?
Chen Z.'s current role is Senior Battery Simulation Engineer | International Teams, Multiphysics Modeling.
What schools did Chen Z. attend?
Chen Z. attended Toulouse Inp, Ecole Nationale Supérieure De Chimie De Rennes.
What skills is Chen Z. known for?
Chen Z. has skills like 数据分析, Fluent, Prosim, 多项目协调, Battery Simulation, 流体动力学, Matlab, Star Ccm+, Mechanical Engineering, Cfd, Microsoft Office, Microsoft Word.
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