US ATLAS / IRIS-HEP Analysis Software Training Event 2024

18 Jul 2024, 08:00 → 19 Jul 2024, 18:00 US/Pacific

PAC 211 (C211) (Physics and Astronomy (PAA))

Matthew Feickert (University of Wisconsin Madison (US))

The joint IRIS-HEP computational and data science software training event will take place from Thursday 18 July through Friday 19 July, 2024 at the University of Washington. The training event will be co-located with the US ATLAS Meeting in Seattle, WA.  

Training event materials GitHub repository

Advanced software is a critical ingredient to scientific research. Training young researchers in the latest tools and techniques is an essential part of developing the skills required for a successful career both in research and in industry.

Specific topics to be covered at the school include:

• Columnar analysis and uproot 

• Distributed analysis and Dask
• Data Visualization techniques and libraries
• Using the UChicago Analysis Facility
• Statistical tools

 

The school offers a limited number of young researchers an opportunity to learn these skills from experienced scientists and instructors. Successful applicants will receive travel and lodging support to attend the school. Thank you to everyone who applied!

Instructor Team

• Matthew Feickert, University of Wisconsin-Madison
• Oksana Shadura, University of Nebraska - Lincoln
• Jim Pivarski, Princeton University
• Vangelis Kourlitis, Technical University of Munich
• Gordon Watts, University of Washington
• Lindsey Gray, Fermilab
• Ana Peixoto, University of Washington
• Alexander Held, University of Wisconsin-Madison
• KyungEon Choi, University of Texas at Austin

 

Group photo (click for full version):

 

This event is sponsored by the National Science Foundation through Cooperative Agreements OAC-1836650 and PHY-2323298 (Institute for Research and Innovation in Software - IRIS-HEP). Any opinions, findings, conclusions or recommendations expressed in this material are those of the developers and do not necessarily reflect the views of the National Science Foundation.

Thursday 18 July

08:30 Breakfast

Thursday Morning: Lecture Block 1

Convener: Matthew Feickert (University of Wisconsin Madison (US))

1 Welcome / Introduction

Speaker: Matthew Feickert (University of Wisconsin Madison (US))

us-atlas-iris-hep-training_welcome_2024-07-18.pdf

2 Coffea-Casa and Compute Infrastructure: Introduction

Speakers: Fengping Hu (University of Chicago (US)), Oksana Shadura (University of Nebraska Lincoln (US))

Coffea-casa facilities(1).pdf

How to get access to ATLAS coffea-casa?

Materials on GitHub

3 Columnar analysis and Awkward

Speaker: Jim Pivarski (Princeton University)

Tutorial on columnar analysis

10:30 Coffee Break

4 Group Photo

Speakers: Gordon Watts (University of Washington (US)), Matthew Feickert (University of Wisconsin Madison (US))

Thursday Morning: Lecture Block 2

Convener: Matthew Feickert (University of Wisconsin Madison (US))

5 Coffea-Casa and Compute Infrastructure: Distributed Dask

Speaker: Oksana Shadura (University of Nebraska Lincoln (US))

Materials on GitHub

6 Distributed Analysis and Dask

Speaker: Lindsey Gray (Fermi National Accelerator Lab. (US))

Materials on GitHub

12:20 Lunch

Thursday Afternoon: Lecture Block 3

Convener: Matthew Feickert (University of Wisconsin Madison (US))

7 PHYSLITE

Speaker: Vangelis Kourlitis (Technische Universitat Munchen (DE))

Introduction to PHYSLITE.pdf

Materials on GitHub

8 Introduction to hist

Speaker: Ana Peixoto (University of Washington (US))

AnaPeixoto_HistogrammingTools_USATLASTrainingEvent_18072024.pdf

Materials on GitHub

15:10 Coffee Break

Thursday Afternoon: Lecture Block 4

Convener: Matthew Feickert (University of Wisconsin Madison (US))

9 Coffea columnar analysis framework

Speaker: Matthew Feickert (University of Wisconsin Madison (US))

Materials on GitHub

10 Q&A for day 1

Speaker: Matthew Feickert (University of Wisconsin Madison (US))

11 Sample game introduction

Speaker: Alexander Held (University of Wisconsin Madison (US))

Materials on GitHub

12 Group Dinner

Dinner will be at IVars. This is a 15-minute talk from the building where your training will take place.

On a map: https://maps.app.goo.gl/z4z8PEC5bbbbvtZH8

Dinner will start at 6:30 pm. Reservation is under "Gordon Watts"

Speaker: Gordon Watts (University of Washington (US))

IVars Location on Google Map

Friday 19 July

08:00 Breakfast

Friday Morning: Lecture Block 5

Convener: Matthew Feickert (University of Wisconsin Madison (US))

13 Statistical tools: pyhf and cabinetry

Speakers: Alexander Held (University of Wisconsin Madison (US)), Matthew Feickert (University of Wisconsin Madison (US))

20240719_template_fits_pyhf_cabinetry.pdf

GitHub

10:00 Coffee Break

Friday Morning: Lecture Block 6

Convener: Matthew Feickert (University of Wisconsin Madison (US))

14 ServiceX Tech Demo

Speaker: Kyungeon Choi (University of Texas at Austin (US))

Materials on GitHub

15 Analysis Grand Challenge Pipeline demos

Speakers: Alexander Held (University of Wisconsin Madison (US)), Oksana Shadura (University of Nebraska Lincoln (US))

200 Gbps challenge

AGC documentation

AGC repository

12:00 Lunch

Friday Afternoon: Interactive Session 1

Convener: Matthew Feickert (University of Wisconsin Madison (US))

16 Interactive work session

17 Training Session Survey

Speaker: Matthew Feickert (University of Wisconsin Madison (US))

15:00 Coffee Break

Friday Afternoon: Interactive Session 2

18 Sample game summary

Speakers: Alexander Held (University of Wisconsin Madison (US)), Matthew Feickert (University of Wisconsin Madison (US))

submission form

19 Q&A / Discussion and work time

Speaker: Matthew Feickert (University of Wisconsin Madison (US))