DataPipe F2F Meeting and Hackathon

Session

Reconstruction and model training

24 Oct 2023, 11:20

CEA Paris-Saclay, France

Conveners

Reconstruction and model training

• Maximilian Linhoff (Department of Physics, TU Dortmund University)

Reconstruction and model training

• Maximilian Linhoff (Department of Physics, TU Dortmund University)

Description

Covering: Calibration, De-noising, Incomplete data (data reduction, missing data eg pixels)

Image cleaning:
What is the correct method?
What is used by community but missing from dppspipe?
What is appropriate benchmark?

Image Modification
Is it needed?
When do we need it?

Missing pixel handling:
What is correct way to handle it?
When is in-painting possible?

Calibration
What does the calibpipe DL1 interface look like

Experience of raw data

27. Presentation on local use up to DL2

Lukas Nickel (Department of Physics, TU Dortmund University)

24/10/2023, 11:20

28. DEMO: API for reconstructor and IO plugins

Dr Maximilian Linhoff (Department of Physics, TU Dortmund University)

24/10/2023, 11:40

2. Demo and tools for training, application, and performance

Lukas Beiske (TU Dortmund University)

24/10/2023, 13:30

37. IRFs for RTA

Vincent Pollet (LAPP IN2P3)

24/10/2023, 14:30

3. Discussion: Reconstruction model performance validation

24/10/2023, 14:45

What tests are needed
What tests are implemented

4. Define roadmap for reconstruction

24/10/2023, 15:05