Chen Z. Email & Phone Number

Woburn, Massachusetts, Us

Developed 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.

Woburn, Massachusetts, Us

Brussels, Be

Carry 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.

Brussels, Be

Carrying out Computational Fluid Dynamic studies for applications in the industrial domaine. (CAD, meshing, simulation, analysis, presentation of results)

Brussels, Be

Development of modeling tools for the optimization of a catalytic process.

Paris, France, Fr

Data management of security incidents report.VBA programming for the graphic user interface.

Engineer'S Degree, Chemical Engineering

Education record