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| Main Authors: | , , , |
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| Format: | Preprint |
| Published: |
2024
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| Subjects: | |
| Online Access: | https://arxiv.org/abs/2410.08929 |
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| _version_ | 1866916433772937216 |
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| author | Acke, Guillaume Van Hende, Daria Van der Stichelen, Ruben Bultinck, Patrick |
| author_facet | Acke, Guillaume Van Hende, Daria Van der Stichelen, Ruben Bultinck, Patrick |
| contents | Many quantum chemical similarity measures have been derived and substantiated by applying concepts and quantities from information theory to the electron density. To justify the use of information theory, the electron density is usually equated to a probability distribution, despite the fact that such an assumption can give rise to inconsistencies such as negative Kullback-Leibler divergences. In this work we show, using quantum information theory, that both interpreting electron densities as probability distributions as well as any pragmatic normalization thereof gives rise to far-reaching information theoretical inconsistencies. By applying the theory of open quantum subsystems to quantum chemical partitions, we show using thought experiments that many statements concerning the information content of atoms in molecules need to be reconsidered. This study represents a step towards generalizing and reformulating the information theoretical approach to conceptual quantum chemistry beyond its classical perspective. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2410_08929 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Can the electron density be interpreted information-theoretically? A critical analysis using quantum information theory Acke, Guillaume Van Hende, Daria Van der Stichelen, Ruben Bultinck, Patrick Chemical Physics Many quantum chemical similarity measures have been derived and substantiated by applying concepts and quantities from information theory to the electron density. To justify the use of information theory, the electron density is usually equated to a probability distribution, despite the fact that such an assumption can give rise to inconsistencies such as negative Kullback-Leibler divergences. In this work we show, using quantum information theory, that both interpreting electron densities as probability distributions as well as any pragmatic normalization thereof gives rise to far-reaching information theoretical inconsistencies. By applying the theory of open quantum subsystems to quantum chemical partitions, we show using thought experiments that many statements concerning the information content of atoms in molecules need to be reconsidered. This study represents a step towards generalizing and reformulating the information theoretical approach to conceptual quantum chemistry beyond its classical perspective. |
| title | Can the electron density be interpreted information-theoretically? A critical analysis using quantum information theory |
| topic | Chemical Physics |
| url | https://arxiv.org/abs/2410.08929 |