[HTML][HTML] Unlocking the potential of quantum machine learning to advance drug discovery

M Avramouli, IK Savvas, A Vasilaki, G Garani - Electronics, 2023 - mdpi.com
The drug discovery process is a rigorous and time-consuming endeavor, typically requiring
several years of extensive research and development. Although classical machine learning …

Non-Hemolytic Peptide Classification Using A Quantum Support Vector Machine

S Zhuang, J Tanner, Y Wu, DQ Huynh… - arXiv preprint arXiv …, 2024 - arxiv.org
Quantum machine learning (QML) is one of the most promising applications of quantum
computation. However, it is still unclear whether quantum advantages exist when the data is …

The Coming Quantum Computing Evolution in the Pharmaceutical Industry and Drug R&D

A Hassan, A Ibrahim - ResearchBerg Review of Science and …, 2023 - researchberg.com
Quantum computing is poised to revolutionize the pharmaceutical industry and dramatically
accelerate the drug discovery and development process. By harnessing the power of …

Reinventing the Pharmaceutical R&D Pipeline: The Transformative Potential of Quantum ML Simulation

A Ivanov, M Cojocaru - Sage Science Review of Applied …, 2023 - journals.sagescience.org
The pharmaceutical industry faces immense challenges in drug discovery and development,
including skyrocketing costs and lengthy timelines. Quantum machine learning simulation …

Leveraging the Power of Quantum Computing and Machine Learning to Disrupt Drug Development

S Chen, A Rajawali - Quarterly Journal of Computational Technologies …, 2023 - vectoral.org
Drug development is a lengthy and expensive process, taking 10-15 years and costing over
$2 billion per approved drug. Two emerging technologies-quantum computing and machine …

Harnessing Quantum Computing and Microfluidics for Advanced Drug Discovery and Delivery in Livestock

A Salah, F Abdel-Rahman - … Journal of Applied Health Care Analytics, 2023 - norislab.com
The discovery and development of new pharmaceuticals is a lengthy and expensive
process. However, emerging technologies like quantum computing and microfluidics offer …

A brief review on quantum computing based drug design

P Das, A Ray, S Bhattacharyya, J Platos… - … Reviews: Data Mining … - Wiley Online Library
Abstract Design and development of new drug molecules are essential for the survival of
human society. New drugs are designed for therapeutic purposes to combat new diseases …

Machine Learning Meets Quantum Mechanics: A Novel Approach for Pharma Innovation

M Kapoor, A Singh - Journal of Advanced Analytics in …, 2023 - research.tensorgate.org
Abstract Machine learning and quantum mechanics represent two of the most transformative
technologies of the 21st century. In this paper, we propose a novel approach that brings …

[PDF][PDF] Unlocking the Potential of Quantum Machine Learning to Advance Drug Discovery. Electronics 2023, 12, 2402

M Avramouli, IK Savvas, A Vasilaki, G Garani - 2023 - academia.edu
The drug discovery process is a rigorous and time-consuming endeavor, typically requiring
several years of extensive research and development. Although classical machine learning …

Revolutionizing Drug Discovery: Quantum Pharmacy's Impact And Applications

PK Khule, VV More, MG Maniyar, PA Jadhav - … Administration: Theory and …, 2024 - kuey.net
A new and interdisciplinary discipline that connects quantum physics, medicine, and
pharmaceutical research is known as quantum pharmacy, also known as quantum medicine …