Key responsibilities include (but are not limited to)
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Battery Model Development
Develop and maintain simulation models for battery cells, supporting current chemistry products and next-generation chemistries.
Develop and validate performance models, including ECM-based approaches, to predict battery behavior and support BMS applications.
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Lifetime & Degradation Modeling
Develop and calibrate lifetime prediction models to accurately estimate battery aging, performance degradation, and end-of-life behavior.
Develop 3D thermal simulation models to predict temperature distribution and support thermal management optimization.
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Swelling & Mechanical Modeling
Develop swelling and mechanical models to predict cell expansion, deformation, and structural behavior throughout battery life.
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Safety & Venting Simulation
Develop simulation models for vent deformation and pressure-related mechanical behavior to support battery safety assessments.
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Validation & Model Correlation
Parameterize, validate, and continuously improve simulation models using experimental and product validation data.
Deliver validated simulation models to customers and provide technical support for performance, lifetime, thermal, and mechanical analyses.
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Cross-Functional Collaboration
Work closely with cell design, materials, testing, and customer teams to support battery development and commercialization programs.