Conveners
INDRA-ASTRA Meeting: Planning
- Markus Diefenthaler (Jefferson Lab)
INDRA-ASTRA Meeting: Multiscale Algorithm
- There are no conveners in this block
INDRA-ASTRA Meeting: GEM Prototype
- There are no conveners in this block
INDRA-ASTRA Meeting: Online Mode
- There are no conveners in this block
INDRA-ASTRA Meeting: Online Mode
- There are no conveners in this block
INDRA-ASTRA Meeting: Introduction, GEM Data, Online Mode
- There are no conveners in this block
INDRA-ASTRA Meeting: GEM Data, Multiscale Algorithm, Online Mode
- There are no conveners in this block
INDRA-ASTRA Meeting: Improved Algorithms
- There are no conveners in this block
INDRA-ASTRA Meeting: Finding changes in the pedestals, pedestal correction
- There are no conveners in this block
INDRA-ASTRA Meeting: Motivation, Publication
- There are no conveners in this block
INDRA-ASTRA Meeting: Detector Calibration
- There are no conveners in this block
INDRA-ASTRA Meeting: Preparations for GAP analysis
- There are no conveners in this block
INDRA-ASTRA Meeting: Continuation from June 24
- There are no conveners in this block
Markus Diefenthaler
(Jefferson Lab)
1/13/21, 10:00 AM
Streaming readout gives opportunity to streamline workflows and to take advantage of other emerging technologies, e.g., artificial intelligence (AI) or machine learning (ML). In the INDRA-ASTRA project, we have explored the possibility for automated calibrations using AI / ML which would allow a rapid turnaround from data taking to physics results.
Abdullah Farhat
(ODU)
1/13/21, 10:15 AM
We introduce the ADWIN algorithm for detecting changes in streaming data and present an example implementation of ADWIN to detect sudden and gradual changes in a sample of ZEUS MC data. We compare the algorithm between one-dimensional and two-dimensional cases and give an example of integrating a simple, near-real time calibration method with ADWIN.
Abdullah Farhat
(ODU)
,
Holly Szumila-Vance
(JLab)
,
Ronglong Fang
(ODU)
6/11/21, 4:15 PM
Abdullah Farhat
(ODU)
,
Markus Diefenthaler
(Jefferson Lab)
,
Ronglong Fang
(ODU)
,
Yuesheng Xu
(ODU)
6/18/21, 4:00 PM