Senior Battery Cell Modeling Scientist - Simulation
ExternalFull-timeOn-site3mo ago
DocumentationMachine LearningMATLABPythonStatistical Analysis
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Responsibilities
- Design and advance experiments to obtain parameters/data required to build cell models
- Work with cross-functional teams to develop, deploy, test, and maintain models
- The electrochemical/thermal data of the cell under different working conditions are generated by using the certified physical model of the cell to provide data support for the establishment of the data-driven model
- Establish a standardized process for cell physical modeling to reduce the resources/time required for modeling
- Provide documentation related to model and algorithm development
- Work with the battery team to determine and achieve battery performance life goals
Requirements
- Master's degree or above, more than 5 years of battery related research/work experience
- Basic knowledge of cell electrochemistry (P2D), thermal, mechanical modeling and simulation. Familiar with electrochemical principle, simulation parameter measurement method and corresponding equipment
- Familiar with various battery-related models/algorithms, and have experience in using cell model software (COMSOL, Ansys, PyBaMM, etc.)
- Experience in building data-driven models (statistical analysis, machine learning, AI)
- Proficient in code development tools, such as Python or Matlab
Additional Information
Senior Battery Cell Modeling Scientist - Simulation
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Company Intel
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