EIC Software: AI WG Meeting (22 June 2022) · Indico

EIC Software: AI WG Meeting

Wednesday, 22 June 2022 - 09:00

Monday, 20 June 2022
Tuesday, 21 June 2022
Wednesday, 22 June 2022
09:00 Introduction - Cristiano Fanelli (MIT) Tanja Horn (Cath)
Introduction
- Cristiano Fanelli (MIT)
- Tanja Horn (Cath)
09:00 - 09:05
09:05 Uncertainty aware ML-based models for accelerator studies (Anomaly detection and surrogate model for RL) - Kishan Rajput (Jefferson Lab)
Uncertainty aware ML-based models for accelerator studies (Anomaly detection and surrogate model for RL)
- Kishan Rajput (Jefferson Lab)
09:05 - 09:30
09:30 Q/A
Q/A
09:30 - 09:40
09:40 Uncertainty Quantification for Machine Learning Applied to Data Analysis - Benjamin Nachman (Lawrence Berkeley National Laboratory)
Uncertainty Quantification for Machine Learning Applied to Data Analysis
- Benjamin Nachman (Lawrence Berkeley National Laboratory)
09:40 - 10:05
10:05 Q/A
Q/A
10:05 - 10:15
10:15 Inverse problems in nuclear tomography - Nobuo Sato (Jefferson Lab)
Inverse problems in nuclear tomography
- Nobuo Sato (Jefferson Lab)
10:15 - 10:40
10:40 Q/A
Q/A
10:40 - 10:50

10:50 Final Discussion
Final Discussion
10:50 - 11:00

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