Quantum computing for high-energy physics: State of the art and challenges

A Di Meglio, K Jansen, I Tavernelli, C Alexandrou… - PRX Quantum, 2024 - APS
Quantum computers offer an intriguing path for a paradigmatic change of computing in the
natural sciences and beyond, with the potential for achieving a so-called quantum …

NISQ computing: where are we and where do we go?

JWZ Lau, KH Lim, H Shrotriya, LC Kwek - AAPPS bulletin, 2022 - Springer
In this short review article, we aim to provide physicists not working within the quantum
computing community a hopefully easy-to-read introduction to the state of the art in the field …

Diagnosing barren plateaus with tools from quantum optimal control

M Larocca, P Czarnik, K Sharma, G Muraleedharan… - Quantum, 2022 - quantum-journal.org
Abstract Variational Quantum Algorithms (VQAs) have received considerable attention due
to their potential for achieving near-term quantum advantage. However, more work is …

Quantum many-body simulations on digital quantum computers: State-of-the-art and future challenges

B Fauseweh - Nature Communications, 2024 - nature.com
Simulating quantum many-body systems is a key application for emerging quantum
processors. While analog quantum simulation has already demonstrated quantum …

Quantum algorithms for quantum dynamics

A Miessen, PJ Ollitrault, F Tacchino… - Nature Computational …, 2023 - nature.com
Among the many computational challenges faced across different disciplines, quantum-
mechanical systems pose some of the hardest ones and offer a natural playground for the …

Capacity and quantum geometry of parametrized quantum circuits

T Haug, K Bharti, MS Kim - PRX Quantum, 2021 - APS
To harness the potential of noisy intermediate-scale quantum devices, it is paramount to find
the best type of circuits to run hybrid quantum-classical algorithms. Key candidates are …

Can error mitigation improve trainability of noisy variational quantum algorithms?

S Wang, P Czarnik, A Arrasmith, M Cerezo… - Quantum, 2024 - quantum-journal.org
Abstract Variational Quantum Algorithms (VQAs) are often viewed as the best hope for near-
term quantum advantage. However, recent studies have shown that noise can severely limit …

Neural predictor based quantum architecture search

SX Zhang, CY Hsieh, S Zhang… - … Learning: Science and …, 2021 - iopscience.iop.org
Variational quantum algorithms (VQAs) are widely speculated to deliver quantum
advantages for practical problems under the quantum–classical hybrid computational …

Quantum algorithms for quantum dynamics: A performance study on the spin-boson model

A Miessen, PJ Ollitrault, I Tavernelli - Physical Review Research, 2021 - APS
Quantum algorithms for quantum dynamics simulations are traditionally based on
implementing a Trotter approximation of the time-evolution operator. This approach typically …

Long-time simulations with high fidelity on quantum hardware

J Gibbs, K Gili, Z Holmes, B Commeau… - arxiv preprint arxiv …, 2021 - arxiv.org
Moderate-size quantum computers are now publicly accessible over the cloud, opening the
exciting possibility of performing dynamical simulations of quantum systems. However, while …