Quantum machine learning for chemistry and physics

Author:

Sajjan Manas12ORCID,Li Junxu23ORCID,Selvarajan Raja23,Sureshbabu Shree Hari24ORCID,Kale Sumit Suresh12ORCID,Gupta Rishabh12,Singh Vinit12,Kais Sabre1234ORCID

Affiliation:

1. Department of Chemistry, Purdue University, West Lafayette, IN-47907, USA

2. Purdue Quantum Science and Engineering Institute, Purdue University, West Lafayette, Indiana 47907, USA

3. Department of Physics and Astronomy, Purdue University, West Lafayette, IN-47907, USA

4. Elmore Family School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN-47907, USA

Abstract

Quantum variants of machine learning algorithms are discussed with emphasis on methodology, learning techniques and applications in broad and distinct domains of chemical physics.

Funder

National Science Foundation

Basic Energy Sciences

Office of Science

Publisher

Royal Society of Chemistry (RSC)

Subject

General Chemistry

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