Dynamics of systems with varying number of particles: from Liouville equations to general master equations for open systems
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| Format: | Preprint |
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2024
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| _version_ | 1866912646288113664 |
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| author | del Razo, Mauricio J. Site, Luigi Delle |
| author_facet | del Razo, Mauricio J. Site, Luigi Delle |
| contents | A varying number of particles is one of the most relevant characteristics of systems of interest in nature and technology, ranging from the exchange of energy and matter with the surrounding environment to the change of particle number through internal dynamics such as reactions. The physico-mathematical modeling of these systems is extremely challenging, with the major difficulty being the time dependence of the number of degrees of freedom and the additional constraint that the increment or reduction of the number and species of particles must not violate basic physical laws. Theoretical models, in such a case, represent the key tool for the design of computational strategies for numerical studies that deliver trustful results. In this manuscript, we review complementary physico-mathematical approaches of varying number of particles inspired by rather different specific numerical goals. As a result of the analysis on the underlying common structure of these models, we propose a unifying master equation for general dynamical systems with varying number of particles. This equation embeds all the previous models and can potentially model a much larger range of complex systems, ranging from molecular to social agent-based dynamics. |
| format | Preprint |
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arxiv_https___arxiv_org_abs_2403_14517 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Dynamics of systems with varying number of particles: from Liouville equations to general master equations for open systems del Razo, Mauricio J. Site, Luigi Delle Mathematical Physics Statistical Mechanics Dynamical Systems Computational Physics Biomolecules 70-XX, 82M37, 60G07, 37Jxx, 37N30, 65Cxx, 65Pxx, 37M05 G.1.10; G.3; J.2; J.3; J.6 A varying number of particles is one of the most relevant characteristics of systems of interest in nature and technology, ranging from the exchange of energy and matter with the surrounding environment to the change of particle number through internal dynamics such as reactions. The physico-mathematical modeling of these systems is extremely challenging, with the major difficulty being the time dependence of the number of degrees of freedom and the additional constraint that the increment or reduction of the number and species of particles must not violate basic physical laws. Theoretical models, in such a case, represent the key tool for the design of computational strategies for numerical studies that deliver trustful results. In this manuscript, we review complementary physico-mathematical approaches of varying number of particles inspired by rather different specific numerical goals. As a result of the analysis on the underlying common structure of these models, we propose a unifying master equation for general dynamical systems with varying number of particles. This equation embeds all the previous models and can potentially model a much larger range of complex systems, ranging from molecular to social agent-based dynamics. |
| title | Dynamics of systems with varying number of particles: from Liouville equations to general master equations for open systems |
| topic | Mathematical Physics Statistical Mechanics Dynamical Systems Computational Physics Biomolecules 70-XX, 82M37, 60G07, 37Jxx, 37N30, 65Cxx, 65Pxx, 37M05 G.1.10; G.3; J.2; J.3; J.6 |
| url | https://arxiv.org/abs/2403.14517 |