AQA+CERN-QTI mini-workshop quantum algorithms for HEP
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Europe/Amsterdam
Gorterzaal (Leiden University Oort building)
Gorterzaal
Leiden University Oort building
Description
In this workshop we would like to create the right synergy between HEP and QI community within the current Leiden and CERN QTI collaboration with the goal of defining a potential roadmap.
Feynman diagram to cross sections: defining a common language
Speaker:
DrMichele Grossi(CERN)
3
Tools of the trade: a Typical HEP Pipeline
The Machinery of High-Energy Physics, including:
• Monte Carlo event generation,
• detector simulation,
• events,
• physics objects,
• analysis cuts and event selection,
• histograms,
• binned likelihood fits,
• statistical and systematic uncertainties
• current HEP problem/bottlenecks.
Speaker:
Vincent Alexander Croft(Nikhef National institute for subatomic physics (NL))
Locality, entanglement, and bell-tests: A quantum information perspective.
Speaker:
Eloïc Vallée
6
Open discussion: Bridging the gap, applications of quantum algorithms to HEP
7
Lunch
8
Round table and outlook: defining projects that make the next steps.
A review of any remaining potential in the following:
- Projects in quantum classification/anomaly detection.
- Projects in tracking/anealing/optimisation.
- Projects in quantum generative modelling
- Projects in hamiltonian learning
- Projects in topological data analysis
- Projects in entanglement and bell tests