Data Analysis, AI and ML II
ORAL · Q09 · ID: 50156
Presentations
-
Event-based anomaly detection for new physics searches at the LHC using machine learning
ORAL
–
Publication: S.V.Chekanov, W.Hopkins, Event-based anomaly detection for new physics searches at the LHC using machine learning, https://arxiv.org/abs/2111.12119, ANL-HEP-17239 (2020)
Presenters
-
Sergei Chekanov
- Argonne National Laboratory
Authors
-
Sergei Chekanov
- Argonne National Laboratory
-
Walter Hopkins
- Argonne National Laboratory
-
-
Clustering for interpreting complex high-energy physics models
ORAL
–
Presenters
-
Walter Hopkins
- Argonne National Laboratory
Authors
-
Walter Hopkins
- Argonne National Laboratory
-
Evangelos Kourlitis
- Argonne National Laboratory
-
-
Neural Network Tagger for Single Higgs Boson that Decays into Two W Bosons
ORAL
–
Presenters
-
Zichun Hao
- University of California, San Diego
Authors
-
Zichun Hao
- University of California, San Diego
-
Javier M Duarte
- University of California, San Diego
-
Raghav Kansal
- University of California, San Diego
-
Cristina M Suarez
- Fermilab
-
-
Searches for new physics in collision events using a statistical technique for anomaly detection
ORAL
–
Publication: S.V.Chekanov, W.Hopkins, Event-based anomaly detection for new physics searches at the LHC using machine learning, https://arxiv.org/abs/2111.12119, ANL-HEP-17239 (2020)
Presenters
-
Jacob E Crosby
- Oklahoma State University
Authors
-
Sergei Chekanov
- Argonne National Laboratory
-
Jacob E Crosby
- Oklahoma State University
-
-
Interaction Network Autoencoder in the Level-1 Trigger
ORAL
–
Presenters
-
Sukanya S Krishna
- University of California, San Diego
Authors
-
Sukanya S Krishna
- University of California, San Diego
-
-
Point Cloud Deep Learning Methods for Pion Reconstruction in the ATLAS Detector
ORAL
–
Presenters
-
Mariel Pettee
- Lawrence Berkeley National Lab
Authors
-
Mariel Pettee
- Lawrence Berkeley National Lab
-
-
Calibration of electrons and photons in the CMS ECAL with graph neural networks
ORAL
–
Presenters
-
Simon Rothman
- Massachusetts Institute of Technology MI
Authors
-
Simon Rothman
- Massachusetts Institute of Technology MI
-
-
EMD Neural Network for HGCAL Data Compression Encoder ASIC
ORAL
–
Presenters
-
Rohan Shenoy
- University of California San Diego,
Authors
-
Rohan Shenoy
- University of California San Diego,
-