Data-driven modeling
OpenFOAM special interest group
5th meeting
Plan for today
- introduction
- past/ongoing/upcoming activities
- 2nd OF-ML hackathon
- next hackathon
- OF workshop contributions
- Python-bindings for OF
- 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
In a nutshell:
- Jan 23-25, ~15 participants
- three projects: DRL for flow control,
Coupling OF and SmartSim/SmartRedis,
comparing OF to Nvidia Modulus
- platforms: gather.town and Slack
Three very productive days!
Our observations:
- enormous engagement/motivation
- relatively high dropout rate (~50%)
- good progress in DRL and SmartSim coupling
- Modulus challenging to run on our AWS resources
- active support by HPE (Allesandro Rigazzi, Andrew Shao) and Nvidia (Niki) - thanks!
Thanks to Neil for sponsoring the resources!
Next hackathon
- probably July/August
- projects: DRL+SmartSim continuation, ParaView+DL?
- beginner projects?
Suggestions? Volunteers (projects, mentoring)?
- 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: March/April, Doodle follows