|
08:30
|
--- Registration ---
|
|
09:00
|
Welcome
(until 09:15)
|
|
09:00
|
Welcome and Organisatorical Remarks
- Dr
Claudius Krause
(HEPHY Vienna (ÖAW))
|
|
09:05
|
Welcome to HEPHY
-
Christoph Schwanda
Christoph Schwanda
(Austrian Academy of Sciences (AT))
|
|
09:15
|
Morning Session
(until 10:00)
|
|
09:15
|
Artificial Proto-Modelling: Building Precursors of a Next Standard Model from Simplified Model Results
-
Wolfgang Waltenberger
(Austrian Academy of Sciences (AT))
|
|
10:00
|
--- Coffee Break ---
|
|
10:30
|
Morning Session
(until 12:00)
|
|
10:30
|
Optimal operation of cryogenic calorimeters through deep reinforcement learning
-
Felix Wagner
(HEPHY Vienna)
Felix Wagner
(Vienna University of Technology)
|
|
11:15
|
Machine learning for modern radio surveys
-
Lara Alegre
(Heildelberg University)
|
|
|
09:00
|
Morning Session
(until 10:00)
|
|
09:15
|
Tree boosting for learning EFT parameters
-
Dennis Schwarz
(Austrian Academy of Sciences (AT))
|
|
10:00
|
--- Coffee Break ---
|
|
10:30
|
Morning Session
(until 12:00)
|
|
10:30
|
Generative Modelling of Calorimeter Showers and Particle Jets
-
Thorsten Lars Henrik Buss
(Universität Hamburg)
|
|
11:15
|
ML applications in searches for long-lived particles at CMS
-
Lisa Benato
(Hamburg University (DE))
|
|
|
09:00
|
Morning Session
(until 10:00)
|
|
09:00
|
High Multiplicity with JetGPT - LHC Event Generation with Autoregressive Transformers
-
Jonas Simon Spinner
|
|
10:00
|
--- Coffee Break ---
|
|
10:30
|
Morning Session
(until 13:30)
|
|
10:30
|
(Direct) Diffusion for LHC Event Generation
-
Sofia Palacios Schweitzer
(ITP, University Heidelberg)
|
|
11:15
|
Precision-Machine Learning for the Matrix Element Method
-
Nathan Huetsch
(Heidelberg University, ITP Heidelberg)
|
|
|
14:00
|
Afternoon Session
(until 15:30)
|
|
14:00
|
A Survey of Machine Learning Methods for Anomaly Detection
-
Radha Mastandrea
(University of California, Berkeley)
Radha Mastandrea
(LBNL)
|
|
14:45
|
Back To The Roots: Tree-Based Algorithms for Weakly Supervised Anomaly Detection
-
Michael Kramer
(Rheinisch Westfaelische Tech. Hoch. (DE))
|
|
15:30
|
--- Coffee Break ---
|
|
16:00
|
Afternoon Session
(until 17:30)
|
|
16:00
|
Semi-visible jets, energy-based models, and self-supervision
-
Luigi Favaro
|
|
16:45
|
Hunting for di-Higgs in hadronic final states: showcasing Machine Learning for modelling of hadronic backgrounds and elucidating rare signals
-
Nicole Michelle Hartman
(TUM (DE))
|
|
18:00
|
--- Welcome Reception ---
|
|
|
14:00
|
Afternoon Session
(until 15:30)
|
|
14:00
|
The MadNIS Reloaded
-
Theo Heimel
(Universität Heidelberg)
Theo Heimel
(Heidelberg University)
|
|
14:45
|
Machine learning methods & Ultra-High Energy Cosmic Rays
-
Blaz Bortolato
(Institute Josef Stefan)
|
|
15:30
|
--- Coffee Break ---
|
|
16:00
|
Afternoon Session
(until 17:30)
|
|
16:00
|
Flow Unfolding for CP-Observable Reconstruction
-
Jona Ackerschott
(Universite de Geneve (CH))
|
|
19:00
|
--- Dinner ---
|
|
|
13:30
|
Discussion
(until 15:00)
|
|
