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Quantum Computing and the Transformation of the Pharmaceutical Industry: Emerging Paradigms in Drug Discovery, Development and Healthcare

Devanssh Mehta M.Pharm. Mba

Aug 8, 20260 citations

Quantum Computing in Drug Discovery

Nilesh Ingale Nilesh Ingale

INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENTSep 1, 20260 citations

Quantum Computing in Drug Discovery: A Paradigm Shift

Adegoke Ayuba, John Henry, Terry Tera

The landscape of drug discovery is currently experiencing a groundbreaking revolution, all thanks to the introduction of quantum computing. Quantum computing, distinguished by its extraordinary computational prowess, has the inherent capacity to completely redefine our approach to the conception and refinement of pharmaceutical compounds. In this article, we delve into the myriad facets of quantum computing's influence on drug discovery, thoroughly examining its applications, the challenges it presents, and the bright prospects it holds. This exploration underscores its potential as a transformative paradigm shift in the pharmaceutical industry, poised to fundamentally alter the way we develop life-saving medications.The landscape of drug discovery is currently experiencing a groundbreaking revolution, all thanks to the introduction of quantum computing. Quantum computing, distinguished by its extraordinary computational prowess, has the inherent capacity to completely redefine our approach to the conception and refinement of pharmaceutical compounds. In this article, we delve into the myriad facets of quantum computing's influence on drug discovery, thoroughly examining its applications, the challenges it presents, and the bright prospects it holds. This exploration underscores its potential as a transformative paradigm shift in the pharmaceutical industry, poised to fundamentally alter the way we develop life-saving medications.

Nov 4, 20232 citations

Quantum Computing's Future Role in AI-Driven Drug Discovery

Kartheek Sankranthi

Quantum computing is poised to revolutionize pharmaceutical research through its integration with artificial intelligence for drug discovery applications. This article examines how quantum computational approaches address fundamental limitations in traditional drug development pipelines, particularly in molecular modeling and simulation, where classical computing faces exponential scaling challenges. By leveraging quantum mechanical phenomena like superposition and entanglement, quantum algorithms such as the Variational Quantum Eigen solver and the Quantum Approximate Optimization Algorithm offer unprecedented accuracy for simulating protein-ligand interactions and predicting molecular behavior. Strategic industry partnerships between quantum technology companies and pharmaceutical giants are establishing frameworks to translate theoretical quantum advantages into practical applications. The synergistic relationship between AI's pattern recognition capabilities and quantum computing's physical simulation prowess creates a powerful paradigm for accelerating drug development while reducing costs. Applications extend to personalized medicine, where quantum approaches enable the analysis of complex genomic datasets to optimize treatments for individual genetic profiles. While technical challenges persist, the trajectory toward quantum-enhanced drug discovery is clear, with significant benefits anticipated as quantum hardware capabilities continue to advance.Quantum computing is poised to revolutionize pharmaceutical research through its integration with artificial intelligence for drug discovery applications. This article examines how quantum computational approaches address fundamental limitations in traditional drug development pipelines, particularly in molecular modeling and simulation, where classical computing faces exponential scaling challenges. By leveraging quantum mechanical phenomena like superposition and entanglement, quantum algorithms such as the Variational Quantum Eigen solver and the Quantum Approximate Optimization Algorithm offer unprecedented accuracy for simulating protein-ligand interactions and predicting molecular behavior. Strategic industry partnerships between quantum technology companies and pharmaceutical giants are establishing frameworks to translate theoretical quantum advantages into practical applications. The synergistic relationship between AI's pattern recognition capabilities and quantum computing's physical simulation prowess creates a powerful paradigm for accelerating drug development while reducing costs. Applications extend to personalized medicine, where quantum approaches enable the analysis of complex genomic datasets to optimize treatments for individual genetic profiles. While technical challenges persist, the trajectory toward quantum-enhanced drug discovery is clear, with significant benefits anticipated as quantum hardware capabilities continue to advance.

World Journal of Advanced Research and ReviewsMay 17, 20250 citations

Quantum Computing: A New Frontier in Drug Discovery

Adhira Tippur

Jan 26, 20260 citations

Application of Quantum Computing in Accelerating Drug Discovery

International Journal for Research in Management & PharmacyJul 1, 20220 citations

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