BillionX acceleration using AI Emulators

Time: Tuesday 26-May-2020 14:00 (This is a past event.)

Discussion Moderator:

Artifacts

Motivation / Abstract
This paper is an exciting effort in the area of building reliable physics model emulators. This work was featured in the popular 'Science' magazine
Questions Discussed
The talk will focus on
- How to build physics emulators for challenging problems
- What are the major challenges
- How to incorporate correct physics in these models
Key Takeaways
- This work has promise to accelerate 'design space exploration' over current methods
- Method still under development, code would be released soon by the authors
Stream Categories:
 SpotlightML in Climate ScienceML in Physics