Quantum computing for HEP and GW - Nikhef QuSoft SURF workshop

Monday 12 Sept 2022, 09:30 → 17:30 Europe/Amsterdam

Transform (Seats2Meet)

Ariana Torres (SURF), David Groep (Nikhef), Jonas Helsen (Cwi & qusoft)

Progressing the collaboration for Quantum Computing algorithms for HEP and GW use cases - follow-up to the Joint QuSoft Nikhef QC-for-HEP-GW workshop.
Keywords: interactive format - use case descriptions - joint whiteboard sessions - discussion - first practical results - challenges and possibilities!

The meeting is in the "Transform" room of Seats2Meet - ask for the "QuSoft - Nikhef joint quantum computing workshop".
The Seats2Meet entrance is shared with the SURF Utrecht offices, so use the same door to Hoog Overborch, next to the exit of the Albert Heijn. To get to Seats2Meet Utrecht CS: https://meet.s2mutrechtcs.com/route/

Limited remote listening during the plenaries is possible.

09:30 Welcome and meetup

Session I: Diving in: new approaches to QC in HEP and first results

1 Quantum Machine Learning for b-jet charge identification based on a Variational Quantum Classifier

Quantum Machine Learning for b-jet charge identification. J. High Energ. Phys. 2022, 14 (2022). https://doi.org/10.1007/JHEP08(2022)014

Speaker: Davide Nicotra

Nikhef-Qusoft-SURF workshop.pdf

Quantum Machine Learning for b-jet charge identification

2 Quantifying Grover speed-ups beyond asymptotic analysis

Speaker: Marten Folkertsma (CWI/QuSoft)

3 Solving correlation clustering with QAOA and a Rydberg qudit system: a full-stack approach

Speaker: Jordi Weggemans (CWI)

220912 Workshop SURF UM Nikhef.pptx

Solving correlation clustering with QAOA and a Rydberg qudit system: a full-stack approach

4 Quantum Machine Learning using Hopfield Networks

based on Ising Models for LHCb and GW

Speaker: Domenica Dibenedetto

Presentation QHN.pdf

5 From classic ML in HEP to Quantum ML

Speaker: Vincent Croft (AQA Leiden)

DataScienceInHEP.pdf

12:30 Lunch

6 Introduction to the Open Space sessions

All participants are kindly requested to send in their questions, challenges, and discussion points to us. We will sort and group these collaboratively, organisations ~3 smaller teams, and drill down into the details of these questions in a dynamic, 'open space' like, format.

Speakers: David Groep (Nikhef), Jonas Helsen (Cwi & qusoft)

7 Space 1: Track reconstruction

assign reporter
explain/pitch briefly the question
discussions!
What could work? What is unlikely to work? Why?

8 Space 2: Singular Spectrum Decomposition and GW

assign reporter
explain/pitch briefly the question
discussions!
What could work? What is unlikely to work? Why?

9 Space 3: Simulation and QFTs

assign reporter
explain/pitch briefly the question
discussions!
What could work? What is unlikely to work? Why?

10 Report-out and summary per table

2022_09_12 15_44 Office Lens.pdf

11 Space 1b: Algorihms, HHLs, and PDEs

12 Space 2b:

13 Space 3b: hard quetions:sustainability, KPIs, and education

14 Report-out and summary per table

2022_09_12 16_31 Office Lens.pdf

2022_09_12 17_34 Office Lens.pdf

16:30 Drinks & borrel