The Origins Data Science Lab (ODSL) is organizing a workshop on Generative AI (genAI)! GenAI models are proliferating across the natural sciences including (but not limited to):
- Training surrogates to replace simulators
- Fitting complicated functions
- Density estimation (a likelihood)
- Solving inverse problems
- Interfacing with Simulation Based Inference
- and many more!
The goal of our workshop is two-fold:
- Pedagogical introduction with hands-on examples for recent genAI models on the market (Normalizing Flows, Flow Matching, diffusion) for community members wanting to learn about new methods for research applications
- Provide a venue to discuss our ongoing genAI ORIGINS applications and look for synergies.
Target audience: Everyone is welcome!
We’ll be targeting the lecture / tutorial level for people who have either (1) already completed our ORIGINS data science block course or (2) already have some experience with genAI (e.g, VAEs or GANs) and are looking for what is new on the market.
Research talks: 15-20’ talks on genAI apps in ORIGINS.
- Any contributions are welcome, also work-in-progress ones
- Please submit by Friday, 13th Sept so we have time to adjust the agenda accordingly
**Room:** MPE seminar room (1.1.18b)
Please register and mark your calendars!
In the registration forum, we ask some questions to understand how to tailor workshop to people who are interested in coming.
We’ll run as a hybrid event, so joining online will be available by the zoom link below:
Join Zoom Meeting
https://tum-conf.zoom-x.de/j/68019837204?pwd=bAkGvNAgfSPeGrwhbKKCPwi8F8p4ax.1
Meeting ID: 680 1983 7204
Passcode: 704536
