Quantum Algorithms for Materials Science: Studying quantum algorithms for chemistry and materials science applications

Authors

  • Dr. Daniel Gutiérrez Professor of Industrial Engineering, National Technological University (UTN), Argentina Author

Keywords:

Quantum computing, Quantum algorithms, Chemistry

Abstract

Quantum computing has emerged as a promising paradigm for tackling complex problems in chemistry and materials science that are intractable for classical computers. This paper provides an overview of quantum algorithms tailored for these fields, focusing on their potential to revolutionize molecular simulation, drug discovery, and material design. We discuss key quantum algorithms, such as the variational quantum eigensolver (VQE), quantum approximate optimization algorithm (QAOA), and quantum phase estimation (QPE), highlighting their principles and applications. Additionally, we explore quantum algorithms' current challenges and future prospects, emphasizing the need for continued research to realize their full potential.

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References

Tatineni, Sumanth, and Anirudh Mustyala. "Advanced AI Techniques for Real-Time Anomaly Detection and Incident Response in DevOps Environments: Ensuring Robust Security and Compliance." Journal of Computational Intelligence and Robotics 2.1 (2022): 88-121.

Biswas, A., and W. Talukdar. “Robustness of Structured Data Extraction from In-Plane Rotated Documents Using Multi-Modal Large Language Models (LLM)”. Journal of Artificial Intelligence Research, vol. 4, no. 1, Mar. 2024, pp. 176-95, https://thesciencebrigade.com/JAIR/article/view/219.

Bojja, Giridhar Reddy, Jun Liu, and Loknath Sai Ambati. "Health Information systems capabilities and Hospital performance-An SEM analysis." AMCIS. 2021.

Vemoori, Vamsi. "Comparative Assessment of Technological Advancements in Autonomous Vehicles, Electric Vehicles, and Hybrid Vehicles vis-à-vis Manual Vehicles: A Multi-Criteria Analysis Considering Environmental Sustainability, Economic Feasibility, and Regulatory Frameworks." Journal of Artificial Intelligence Research 1.1 (2021): 66-98.

Jeyaraman, Jawaharbabu, and Muthukrishnan Muthusubramanian. "Data Engineering Evolution: Embracing Cloud Computing, Machine Learning, and AI Technologies." Journal of Knowledge Learning and Science Technology ISSN: 2959-6386 (online) 1.1 (2023): 85-89.

Shahane, Vishal. "Investigating the Efficacy of Machine Learning Models for Automated Failure Detection and Root Cause Analysis in Cloud Service Infrastructure." African Journal of Artificial Intelligence and Sustainable Development2.2 (2022): 26-51.

Devan, Munivel, Ravish Tillu, and Lavanya Shanmugam. "Personalized Financial Recommendations: Real-Time AI-ML Analytics in Wealth Management." Journal of Knowledge Learning and Science Technology ISSN: 2959-6386 (online)2.3 (2023): 547-559.

Abouelyazid, Mahmoud. "YOLOv4-based Deep Learning Approach for Personal Protective Equipment Detection." Journal of Sustainable Urban Futures 12.3 (2022): 1-12.

Prabhod, Kummaragunta Joel. "Leveraging Generative AI and Foundation Models for Personalized Healthcare: Predictive Analytics and Custom Treatment Plans Using Deep Learning Algorithms." Journal of AI in Healthcare and Medicine 4.1 (2024): 1-23.

Tatineni, Sumanth. "Applying DevOps Practices for Quality and Reliability Improvement in Cloud-Based Systems." Technix international journal for engineering research (TIJER)10.11 (2023): 374-380.

Althati, Chandrashekar, Manish Tomar, and Lavanya Shanmugam. "Enhancing Data Integration and Management: The Role of AI and Machine Learning in Modern Data Platforms." Journal of Artificial Intelligence General science (JAIGS) ISSN: 3006-4023 2.1 (2024): 220-232.

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Published

14-06-2024

How to Cite

[1]
Dr. Daniel Gutiérrez, “Quantum Algorithms for Materials Science: Studying quantum algorithms for chemistry and materials science applications”, Distrib Learn Broad Appl Sci Res, vol. 10, pp. 72–79, Jun. 2024, Accessed: Nov. 21, 2024. [Online]. Available: https://dlabi.org/index.php/journal/article/view/52

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