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Talk1 h 3 min

Stochastic quantum simulations for scattering experiments

Oriel Orphee Moira Kiss · CERN

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NEW START TIME: 14:00

Simulating many-body quantum systems is a promising task for quantum computers. However, early fault-tolerant devices are not expected to correct arbitrary amounts of error, making the quest for better algorithms an important task. We concentrate on random product formulas, such as qDrift, and unify this framework with importance sampling, allowing us to sample from arbitrary distributions while controlling both the bias, as well as the statistical fluctuations. We show that the simulation cost can be reduced while achieving the same accuracy by considering the individual simulation cost during the sampling stage. We hope this work to pave the way for tailored qDrift implementations on specific problems and hardware.

As a bonus, we will also discuss how to compute linear response functions from nuclear scattering experiments using quantum hardware. We will cover circuit design optimization, different purification-based error mitigation protocols, and some hardware results.

About the speaker

Oriel Moira Kiss obtained his Master's degree in Physics from ETH Zürich in 2021. He is now PhD student at University of Geneva, collaborating in the CERN QTI.

Collaborators: Michele Grossi (CERN) & Alessandro Roggero (INFN)

The talk

  1. Stochastic quantum simulations for scattering experiments 2023-04-05 · 1 h 3 min · CERN's player

Credits and licence

Institution
CERN
Department
QTI Lectures
Speaker
Oriel Orphee Moira Kiss
Year
2023
Language
English
Subjects
Physics
Source
CERN
Licence
CERN, as CERN states it. CERN's terms
Attribution
© CERN. CERN provides its audiovisual media free of charge for educational and informational use, credited to CERN; this lecture is shown in CERN's own player.
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