Quantum machine learning for chemistry and physics

• Published in: Chemical Society reviews Vol. 51; no. 15; pp. 6475 - 6573
• Main Authors: Sajjan, Manas, Li, Junxu, Selvarajan, Raja, Sureshbabu, Shree Hari, Kale, Sumit Suresh, Gupta, Rishabh, Singh, Vinit, Kais, Sabre
• Format: Journal Article
• Language: English
• Published: London Royal Society of Chemistry 01.08.2022; Royal Society of Chemistry (RSC)
• Subjects: Algorithms; Chemical reactions; Chemistry; Deep learning; Electronic structure; Machine learning; Photovoltaic cells; Physical sciences; Potential energy; Quantum computing

Machine learning (ML) has emerged as a formidable force for identifying hidden but pertinent patterns within a given data set with the objective of subsequent generation of automated predictive behavior. In recent years, it is safe to conclude that ML and its close cousin, deep learning (DL), have u...