Biology and medicine in the landscape of quantum advantages

BA Cordier, NPD Sawaya… - Journal of the …, 2022 - royalsocietypublishing.org
Quantum computing holds substantial potential for applications in biology and medicine,
spanning from the simulation of biomolecules to machine learning methods for subtyping …

The prospects of quantum computing in computational molecular biology

C Outeiral, M Strahm, J Shi, GM Morris… - Wiley …, 2021 - Wiley Online Library
Quantum computers can in principle solve certain problems exponentially more quickly than
their classical counterparts. We have not yet reached the advent of useful quantum …

The state of quantum computing applications in health and medicine

FF Flöther - Research Directions: Quantum Technologies, 2023 - cambridge.org
Medicine, including fields in healthcare and life sciences, has seen a flurry of quantum-
related activities and experiments in the last few years (although biology and quantum …

[HTML][HTML] Quantum-inspired algorithms in practice

JM Arrazola, A Delgado, BR Bardhan, S Lloyd - Quantum, 2020 - quantum-journal.org
We study the practical performance of quantum-inspired algorithms for recommendation
systems and linear systems of equations. These algorithms were shown to have an …

Quantum optimization: Potential, challenges, and the path forward

A Abbas, A Ambainis, B Augustino, A Bärtschi… - arXiv preprint arXiv …, 2023 - arxiv.org
Recent advances in quantum computers are demonstrating the ability to solve problems at a
scale beyond brute force classical simulation. As such, a widespread interest in quantum …

Biology begins to tangle with quantum computing

V Marx - Nature Methods, 2021 - nature.com
Biology begins to tangle with quantum computing | Nature Methods Skip to main content
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Towards practical applications in quantum computational biology

AK Fedorov, MS Gelfand - Nature Computational Science, 2021 - nature.com
Fascinating progress in understanding our world at the smallest scales moves us to the
border of a new technological revolution governed by quantum physics. By taking …

Quantum algorithms: A survey of applications and end-to-end complexities

AM Dalzell, S McArdle, M Berta, P Bienias… - arXiv preprint arXiv …, 2023 - arxiv.org
The anticipated applications of quantum computers span across science and industry,
ranging from quantum chemistry and many-body physics to optimization, finance, and …

Quantum computing at the frontiers of biological sciences

PS Emani, J Warrell, A Anticevic, S Bekiranov… - Nature …, 2021 - nature.com
Computing plays a critical role in the biological sciences but faces increasing challenges of
scale and complexity. Quantum computing, a computational paradigm exploiting the unique …

Quantum computing algorithms: getting closer to critical problems in computational biology

L Marchetti, R Nifosì, PL Martelli… - Briefings in …, 2022 - academic.oup.com
The recent biotechnological progress has allowed life scientists and physicians to access an
unprecedented, massive amount of data at all levels (molecular, supramolecular, cellular …