Data-driven modeling
OpenFOAM special interest group
4th meeting
Plan for today
- introduction
- past/ongoing/upcoming activities
- first hackathon
- next hackathon
- 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:
- July 25-27, ~20 participants
- two projects: DRL for flow control,
PINNs in OpenFOAM
- platforms: gather.town and Slack
Three intense days, very good fun!
Our observations:
- enormous engagement/motivation
- great team work
- good progress in very limited time
- jury/prices not really necessary
- good programming skills are essential
- pcluster great resource option (AWS)
- Gather.Town+Slack works well
Thanks to Neil for sponsoring the resources!
Summarized feedback from participants:
- great learning experience
- create more balanced teams upfront
- one "junior mentor" per group
- learning material for preparation
- many more small tips for improvement
Next hackathon
- date: Nov 28-30
- projects: PINNs, DRL (with drlfoam), Bayesian optimization (optional)
- former participants as group mentors
- list of resources for preparation
Suggestions? Volunteers (projects, mentoring)?
Discussion of new articles, ideas, projects, developments
Closing words
- next meeting: Dec, Doodle follows
- get people involved!