Senior Research Engineer in Corrosion and CFD Simulations

2 weeks ago


Bengaluru, Karnataka, India Bosch Group Full time

Research and Technology Center at Bangalore

The Bosch Group’s Research and Technology Center at Bangalore focuses on research in multiple domains, including Time series analysis, Natural language processing, Computer vision, Numerical methods, Embedded real-time systems, and Hybrid modelling (Scientific Machine Learning - SciML). We collaborate with top-tier universities worldwide and corporate partners to pursue research and development.

Description

The focus of our research is on modeling interfacial reactions, which are crucial for the function and lifetime of products in electromobility and regenerative energy technology. To achieve this, we need a researcher to derive and implement a strategy for the cross-scale description of the interaction of multiphase fluids and metals, focusing on electrochemistry and fluid dynamics.

  • Develop and apply 2D/3D multi-physics models using numerical simulations, scripting, and programming.
  • Combine physics-based models with data-based approaches.
  • Parameterize and validate models with available data using multivariate statistics.
  • Work in international teams and perform necessary development/implementation to accomplish tasks.
  • Publish research findings in reputable journals and conferences.

Required Skills

  • Proven experience in the field of corrosion modeling at interfaces.
  • Proficient knowledge in multi-physics simulation and computational fluid dynamics (CFD), preferably with OpenFOAM and/or Comsol.
  • Proficient and broad knowledge in numerical methods in engineering.
  • Sound understanding of Linear algebra.
  • Excellent coding skills in Python and C++ including version control (e.g., Git), software testing, and linting.
  • Competent handling of statistical data analysis and application of machine learning techniques, preferably with Python (ideally PyTorch) and C++.
  • Knowledge in homogenization and model order reduction methods is desirable.

Preferable Skills

  • Experience with simulation tools: Matlab and Simulink and Ansys will be an added advantage.
  • Familiarity with high-performance computing will be an added advantage.


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