COMETA WG2: Normalizing Flows in Particle Physics and Beyond
Thursday 28 March 2024 -
10:00
Monday 25 March 2024
Tuesday 26 March 2024
Wednesday 27 March 2024
Thursday 28 March 2024
10:00
News from the WG Leaders
-
Alessandra Cappati
(
Centre National de la Recherche Scientifique (FR)
)
Claudius Krause
(
HEPHY Vienna (ÖAW)
)
Riccardo Finotello
(
CEA Paris-Saclay
)
News from the WG Leaders
Alessandra Cappati
(
Centre National de la Recherche Scientifique (FR)
)
Claudius Krause
(
HEPHY Vienna (ÖAW)
)
Riccardo Finotello
(
CEA Paris-Saclay
)
10:00 - 10:05
10:05
Introduction to Normalizing Flows
-
Claudius Krause
(
HEPHY Vienna (ÖAW)
)
Introduction to Normalizing Flows
Claudius Krause
(
HEPHY Vienna (ÖAW)
)
10:05 - 10:15
10:15
Normalizing Flows for Calorimeter Simulation
-
Claudius Krause
(
HEPHY Vienna (ÖAW)
)
Normalizing Flows for Calorimeter Simulation
Claudius Krause
(
HEPHY Vienna (ÖAW)
)
10:15 - 10:45
10:45
Generative Unfolding with Conditional Invertible Neural Networks
-
Sofia Palacios Schweitzer
(
ITP, University Heidelberg
)
Generative Unfolding with Conditional Invertible Neural Networks
Sofia Palacios Schweitzer
(
ITP, University Heidelberg
)
10:45 - 11:15
11:15
Normalizing Flows for importance sampling in lattice computations
-
Kim Nicoli
(
University of Bonn (TRA Matter), HISKP
)
Normalizing Flows for importance sampling in lattice computations
Kim Nicoli
(
University of Bonn (TRA Matter), HISKP
)
11:15 - 11:45
11:45
The MadNIS Reloaded: Enhancing MadGraph with Neural Importance Sampling
-
Ramon Winterhalder
(
UCLouvain
)
The MadNIS Reloaded: Enhancing MadGraph with Neural Importance Sampling
Ramon Winterhalder
(
UCLouvain
)
11:45 - 12:15
12:15
Discussion and Concluding Remarks
-
Alessandra Cappati
(
Centre National de la Recherche Scientifique (FR)
)
Riccardo Finotello
(
CEA Paris-Saclay
)
Claudius Krause
(
HEPHY Vienna (ÖAW)
)
Discussion and Concluding Remarks
Alessandra Cappati
(
Centre National de la Recherche Scientifique (FR)
)
Riccardo Finotello
(
CEA Paris-Saclay
)
Claudius Krause
(
HEPHY Vienna (ÖAW)
)
12:15 - 12:30