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Information Theory Meets Quantum Chemistry: A Review and Perspective
Yilin Zhao1, Dongbo Zhao2, Chunying Rong3
1Department of Chemistry and Chemical Biology, McMaster University, Hamilton, ON L8S 4M1, Canada.
None:
In this survey, we begin with a concise introduction to information theory within Shannon's framework, focusing on the key concept of Shannon entropy and its related quantities: relative entropy, joint entropy, conditional entropy, and mutual information. We then demonstrate how to apply these information-theoretic tools in quantum chemistry, adopting either classical or quantum formalisms based on the choice of information carrier involved.
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