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BOBosch Group

Master Thesis GPU-Accelerated Particle Simulation for OpenFOAM(m/w/x)

Renningen
Full-timeWith Home Office

Developing GPU particle tracking solver with Python/NVIDIA Warp, implementing collision detection for complex 3D geometries. Profound numerical simulation methods knowledge and very good Python skills required. Partially mobile working.

Requirements

  • Master studies in Engineering, Physics, or comparable field
  • Profound knowledge and experience in numerical simulation methods
  • Solid understanding of continuum mechanics
  • Very good programming skills in Python
  • Desirable: Initial experience with OpenFOAM, NVIDIA Warp, and ParaView
  • Ideally: Initial experience with Git and HPC clusters
  • Ability to proactively develop new ideas
  • Independent problem-solving
  • Efficient task completion
  • High degree of self-motivation
  • University enrollment

Tasks

  • Review Lagrangian Particle Tracking methods.
  • Review GPU computing in CFD.
  • Review particle-wall interaction methods.
  • Develop a GPU particle tracking solver using Python/NVIDIA Warp.
  • Implement collision detection for complex 3D geometries.
  • Create a pre-processing pipeline for OpenFOAM data for GPU.
  • Integrate the new solver into a standard OpenFOAM workflow.
  • Validate and benchmark solver performance against OpenFOAM tools.

Education

  • Currently in higher education

Languages

  • EnglishBusiness Fluent

Tools & Technologies

  • Python
  • OpenFOAM
  • NVIDIA Warp
  • ParaView
  • Git
  • HPC clusters

Benefits

Flexible Working

  • Partially mobile working
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