![[Search]](/static/images/search.gif){kind=small}
![[A-Z Index]](/static/images/az.gif){kind=small}
![[Contact]](/static/images/contact.gif){kind=small}
![[University of Cambridge]](/static/images/identifier2.gif){kind=small}
![[Talks.cam]](/static/images/talkslogosmall.gif)
Professor Tilman Plehn - Heidelberg University
Wednesday 12 March 2025, 16:00-17:00
Transforming Particle Physics with AI
- 👤 Speaker: Professor Tilman Plehn - Heidelberg University
- 📅 Date & Time: Wednesday 12 March 2025, 16:00 - 17:00
- 📍 Venue: MR3
Abstract
LHC as one of the most data-intensive scientific endeavors provides the perfect link between fundamental physics research and modern data science. As machine learning is transforming our lives, literally, no aspect of LHC physics is left untouched. This starts with identifying data for classic or optimal analyses and extends to anomaly searches and powerful simulations based on perturbative quantum field theory. I will give a few examples for the transformative power of modern machine learning in particle physics, show how our understanding of uncertainties adds new flavors to machine learning, and explain how generative neural networks allow us to realize our dream of making LHC data available to a broad scientific community.
Series This talk is part of the Theoretical Physics Colloquium series.
Included in Lists
- All CMS events
- All Talks (aka the CURE list)
- bld31
- Cambridge Astronomy Talks
- CMS Events
- Cosmology, Astrophysics and General Relativity
- Cosmology lists
- DAMTP info aggregator
- HEP web page aggregator
- Interested Talks
- Kavli Institute for Cosmology Talk Lists
- MR3
- Priscilla
- Theoretical Physics Colloquium
Note: Ex-directory lists are not shown.