lorenzvogel.bsky.social
@lorenzvogel.bsky.social
Spending the holidays teaching my little nephews some machine-learning basics — it's not that difficult; the Bayesian neural network (BNN) loss function follows a clear statistics logic
December 28, 2024 at 12:04 PM
Reposted
Precision calibration of calorimeter signals in the ATLAS experiment using an uncertainty-aware neural network
arxiv.org/abs/2412.04370v1
ATLAS Collaboration
Precision calibration of calorimeter signals in the ATLAS experiment using an uncertainty-aware neural network
The ATLAS experiment at the Large Hadron Collider explores the use of modern neural networks for a multi-dimensional calibration of its calorimeter signal defined by clusters of topologically connecte...
arxiv.org
December 15, 2024 at 2:30 AM
This has become one of my most favorite (pre-)Christmas traditions: the annual #Glühwein workshop — this year at the Karlsruher Institut für Technologie (KIT), organized by Markus Klute (thank you!)
December 16, 2024 at 10:30 PM
Welcome to the machine!

After more than one year, the time has finally come: the @uniheidelberg.bsky.social non-ATLAS HEP-ML group has published its first (preprint) paper in collaboration with the @atlasexperiment.bsky.social

arxiv.org/abs/2412.04370
inspirehep.net/literature/2...
December 9, 2024 at 10:44 AM