Data-driven modeling

OpenFOAM special interest group

6th meeting

Plan for today

  • introduction
  • past/ongoing/upcoming activities
    • next hackathon
    • OF workshop contributions
  • general discussion

Hi, my name is ...

  • about yourself
  • experience with OpenFOAM
  • experience with ML (and OF/CFD)
  • ...

We have scheduled only 1h for the meeting :)

ongoing/upcoming activities

Next hackathon

  • probably July/August
  • Bayesian optimization (beginner friendly, SmartSim, PyTorch)
  • training PINNs (advanced, Modulus)?
  • ParaView for visualization of training?
  • ...
  • bring your own project/idea?

Suggestions? Volunteers (projects, mentoring)?

OF workshop contributions

https://openfoamworkshop.org/

  • July 11-14, Genoa
  • Andre: implementing a new DRL environment
  • Tomislav: OF-SmartSim coupling
  • suggestions?

Discussion of new articles, ideas, projects, developments

Closing words

next meeting: June, Doodle follows