Data-driven modeling
OpenFOAM special interest group
2nd meeting
Plan for today
- introduction
- past/ongoing/upcoming activities
- SIG wiki and Github
- OF workshop contributions
- OpenFOAM+ML hackathon
- OF-Python interface news
Hi, my name is ...
- affiliation
- experience with OpenFOAM
- experience with ML (and OF/CFD)
- ...
We have scheduled only 1h for the meeting :)
ongoing/upcoming activities
OF-ML wiki page
wiki.openfoam.com
- scope
- meeting slides
- committee members
- contact information
Github repository
https://github.com/OFDataCommittee/mlfoam
- point of contact
- aggregation of links and resources
For access to the repo, send your Github username to Tomsilav or Andre (only committee members).
OpenFOAM workshop contributions
- 11 to 14 July 2022, Cambridge/virtual
- dynamic mode decomposition (Andre)
- PINNs in OF (Tomislav, Karthik, Andre)
OF-ML-Hackathon
Hackathon: intensive get-together for creative problem solving (hacking) in groups.
Elements of a hackathon:
- central objective/problem/theme
- limited time, less than 3 days
- team work, 2-5 people
- parallel workshops, mentor support
- final project presentation
- evaluation by jury
- prices for winner(s)
Timeline
- April 15: application process starts (Google Docs)
- May 31: application process ends
- July 25-27 hackathon (virtual)
Workflow and projects
- 20 participants, groups of max. 5 people
- communication via WebEx, Slack, Gather
- idea: participants advance starter code
- project 1: DRL for active flow control
- project 2: PINNs in OF
- mentors: Andre, Tomislav
- Jury: Fred
Open questions
- additional projects
- compute resources
- more mentors
- more jury members
- gifts/gadgets/prices for participants
Closing words
- next meeting: June, Doodle follows
- protocol will be passed around
- get people involved!