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Quantum computing in the next-generation computational biology landscape: from protein folding to molecular dynamics
Modern biological science is trying to solve the fundamental complex problems of molecular
biology, which include protein folding, drug discovery, simulation of macromolecular …
biology, which include protein folding, drug discovery, simulation of macromolecular …
Computational design of mRNA vaccines
Abstract mRNA technology has emerged as a successful vaccine platform that offered a swift
response to the COVID-19 pandemic. Accumulating evidence shows that vaccine efficacy …
response to the COVID-19 pandemic. Accumulating evidence shows that vaccine efficacy …
[HTML][HTML] From GPUs to AI and quantum: three waves of acceleration in bioinformatics
The enormous growth in the amount of data generated by the life sciences is continuously
shifting the field from model-driven science towards data-driven science. The need for …
shifting the field from model-driven science towards data-driven science. The need for …
Scalable Quantum-Inspired Optimization through Dynamic Qubit Compression
C Tran, QB Tran, HT Son, TN Dinh - ar**
K Nałęcz-Charkiewicz, K Charkiewicz… - Briefings in …, 2024 - academic.oup.com
The field of quantum computing (QC) is expanding, with efforts being made to apply it to
areas previously covered by classical algorithms and methods. Bioinformatics is one such …
areas previously covered by classical algorithms and methods. Bioinformatics is one such …
Machine Learning at the Interface of Polymer Science and Biology: How Far Can We Go?
This Perspective outlines recent progress and future directions for using machine learning
(ML), a data-driven method, to address critical questions in the design, synthesis …
(ML), a data-driven method, to address critical questions in the design, synthesis …
D-wave's nonlinear-program hybrid solver: Description and performance analysis
The development of advanced quantum-classical algorithms is among the most prominent
strategies in quantum computing. Numerous hybrid solvers have been introduced recently …
strategies in quantum computing. Numerous hybrid solvers have been introduced recently …