Quantum gene regulatory networks

Abstract In this work, we present a quantum circuit model for inferring gene regulatory networks (GRNs) from single-cell transcriptomic data. The model employs qubit entanglement to simulate interactions between genes, resulting in competitive performance and promising potential for further explorat...

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Bibliographic Details
Main Authors: Cristhian Roman-Vicharra, James J. Cai
Format: Article
Language:English
Published: Nature Portfolio 2023-07-01
Series:npj Quantum Information
Online Access:https://doi.org/10.1038/s41534-023-00740-6