Predictive Statistical Mechanics and Macroscopic Time Evolution: Hydrodynamics and Entropy Production
In the previous papers (Kuić et al. in Found Phys 42:319–339, 2012 ; Kuić in arXiv:1506.02622 , 2015 ), it was demonstrated that applying the principle of maximum information entropy by maximizing the conditional information entropy, subject to the constraint given by the Liouville equation averaged...
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Published in: | Foundations of physics Vol. 46; no. 7; pp. 891 - 914 |
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Abstract | In the previous papers (Kuić et al. in Found Phys 42:319–339,
2012
; Kuić in
arXiv:1506.02622
,
2015
), it was demonstrated that applying the principle of maximum information entropy by maximizing the conditional information entropy, subject to the constraint given by the Liouville equation averaged over the phase space, leads to a definition of the rate of entropy change for closed Hamiltonian systems without any additional assumptions. Here, we generalize this basic model and, with the introduction of the additional constraints which are equivalent to the hydrodynamic continuity equations, show that the results obtained are consistent with the known results from the nonequilibrium statistical mechanics and thermodynamics of irreversible processes. In this way, as a part of the approach developed in this paper, the rate of entropy change and entropy production density for the classical Hamiltonian fluid are obtained. The results obtained suggest the general applicability of the foundational principles of predictive statistical mechanics and their importance for the theory of irreversibility. |
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AbstractList | In the previous papers (Kuić et al. in Found Phys 42:319–339,
2012
; Kuić in
arXiv:1506.02622
,
2015
), it was demonstrated that applying the principle of maximum information entropy by maximizing the conditional information entropy, subject to the constraint given by the Liouville equation averaged over the phase space, leads to a definition of the rate of entropy change for closed Hamiltonian systems without any additional assumptions. Here, we generalize this basic model and, with the introduction of the additional constraints which are equivalent to the hydrodynamic continuity equations, show that the results obtained are consistent with the known results from the nonequilibrium statistical mechanics and thermodynamics of irreversible processes. In this way, as a part of the approach developed in this paper, the rate of entropy change and entropy production density for the classical Hamiltonian fluid are obtained. The results obtained suggest the general applicability of the foundational principles of predictive statistical mechanics and their importance for the theory of irreversibility. |
Author | Kuić, Domagoj |
Author_xml | – sequence: 1 givenname: Domagoj surname: Kuić fullname: Kuić, Domagoj email: dkuic@pmfst.hr organization: Faculty of Science, University of Split |
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Cites_doi | 10.1103/PhysRev.144.151 10.1146/annurev.pc.31.100180.003051 10.1016/0031-8914(64)90102-8 10.1103/PhysRev.106.620 10.1016/0370-1573(80)90093-9 10.1063/1.1731409 10.1023/B:FOOP.0000012008.36856.c1 10.1007/s10701-011-9604-x 10.1023/B:FOOP.0000022187.45866.81 10.1023/B:FOOP.0000012007.06843.ed 10.1007/978-3-642-70795-7_18 10.1119/1.1971557 10.1088/1751-8113/48/42/425003 10.1103/PhysRev.108.171 10.1007/s10701-014-9819-8 10.1017/CBO9780511535307 10.1093/acprof:oso/9780199546176.001.0001 10.1002/j.1538-7305.1948.tb00917.x |
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Keywords | Nonequilibrium theory Thermodynamics of irreversible processes Hydrodynamics Maximum entropy principle Hamiltonian dynamics Statistical mechanics Entropy production |
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References | Jaynes (CR4) 1957; 106 CR17 Grandy (CR16) 2008 CR11 Callen (CR28) 1985 Jaynes (CR5) 1957; 108 Davis, González (CR30) 2015; 48 Kuić, Županović, Juretić (CR1) 2012; 42 Zwanzig (CR18) 1960; 33 Grandy (CR13) 2004; 34 Jaynes (CR9) 1980; 31 Jaynes (CR8) 1965; 33 Grandy (CR15) 2004; 34 Jaynes, Haken (CR10) 1985 CR2 Robertson (CR20) 1966; 144 CR3 Wan (CR27) 1995 Jaynes, Levine, Tribus (CR7) 1979 CR26 CR25 Grandy (CR12) 1980; 62 Zubarev, Kalashnikov (CR22) 1971; 7 Grandy (CR14) 2004; 34 González, Davis, Gutiérrez (CR29) 2014; 44 Zwanzig (CR19) 1964; 30 Robertson, Levine, Tribus (CR21) 1979 Evans, Morriss (CR23) 2008 Jaynes, Ford (CR6) 1963 de Groot, Mazur (CR24) 1962 WT Grandy (9_CR14) 2004; 34 S Davis (9_CR30) 2015; 48 9_CR17 FYM Wan (9_CR27) 1995 ET Jaynes (9_CR8) 1965; 33 9_CR11 DN Zubarev (9_CR22) 1971; 7 R Zwanzig (9_CR19) 1964; 30 9_CR3 9_CR2 ET Jaynes (9_CR10) 1985 DJ Evans (9_CR23) 2008 WT Grandy (9_CR16) 2008 WT Grandy (9_CR15) 2004; 34 SR Groot de (9_CR24) 1962 9_CR25 HB Callen (9_CR28) 1985 WT Grandy (9_CR13) 2004; 34 9_CR26 D Kuić (9_CR1) 2012; 42 ET Jaynes (9_CR9) 1980; 31 ET Jaynes (9_CR6) 1963 ET Jaynes (9_CR4) 1957; 106 B Robertson (9_CR20) 1966; 144 WT Grandy (9_CR12) 1980; 62 B Robertson (9_CR21) 1979 R Zwanzig (9_CR18) 1960; 33 ET Jaynes (9_CR7) 1979 D González (9_CR29) 2014; 44 ET Jaynes (9_CR5) 1957; 108 |
References_xml | – volume: 144 start-page: 151 year: 1966 end-page: 161 ident: CR20 article-title: Equations of motion in nonequilibrium statistical mechanics publication-title: Phys. Rev. doi: 10.1103/PhysRev.144.151 contributor: fullname: Robertson – volume: 31 start-page: 579 year: 1980 end-page: 601 ident: CR9 article-title: The minimum entropy production principle publication-title: Ann. Rev. Phys. Chem. doi: 10.1146/annurev.pc.31.100180.003051 contributor: fullname: Jaynes – volume: 30 start-page: 1109 year: 1964 end-page: 1123 ident: CR19 article-title: On the identity of three generalized master equations publication-title: Physica doi: 10.1016/0031-8914(64)90102-8 contributor: fullname: Zwanzig – volume: 106 start-page: 620 year: 1957 end-page: 630 ident: CR4 article-title: Information theory and statistical mechanics publication-title: Phys. Rev. doi: 10.1103/PhysRev.106.620 contributor: fullname: Jaynes – year: 1985 ident: CR28 publication-title: Thermodynamics and an Introduction to Thermostatistics contributor: fullname: Callen – start-page: 181 year: 1963 end-page: 218 ident: CR6 article-title: Information theory and statistical mechanics publication-title: 1962 Brandeis Lectures in Theoretical Physics contributor: fullname: Ford – ident: CR2 – volume: 62 start-page: 175 year: 1980 end-page: 266 ident: CR12 article-title: Principle of maximum entropy and irreversible processes publication-title: Phys. Rep. doi: 10.1016/0370-1573(80)90093-9 contributor: fullname: Grandy – volume: 33 start-page: 1338 year: 1960 end-page: 1341 ident: CR18 article-title: Ensemble method in the theory of irreversibility publication-title: J. Chem. Phys. doi: 10.1063/1.1731409 contributor: fullname: Zwanzig – volume: 34 start-page: 21 year: 2004 end-page: 57 ident: CR14 article-title: Time evolution in macroscopic systems. II. The entropy publication-title: Found. Phys. doi: 10.1023/B:FOOP.0000012008.36856.c1 contributor: fullname: Grandy – volume: 42 start-page: 319 year: 2012 end-page: 339 ident: CR1 article-title: Macroscopic time evolution and MaxEnt inference for closed systems with Hamiltonian dynamics publication-title: Found. Phys. doi: 10.1007/s10701-011-9604-x contributor: fullname: Juretić – year: 1979 ident: CR21 article-title: Application of maximum entropy to nonequilibrium statistical mechanics publication-title: The Maximum Entropy Formalism contributor: fullname: Tribus – volume: 34 start-page: 771 year: 2004 end-page: 813 ident: CR15 article-title: Time evolution in macroscopic systems. III. Selected applications publication-title: Found. Phys. doi: 10.1023/B:FOOP.0000022187.45866.81 contributor: fullname: Grandy – ident: CR25 – year: 1995 ident: CR27 publication-title: Introduction to the Calculus of Variations and Its Applications contributor: fullname: Wan – year: 1962 ident: CR24 publication-title: Non-Equilibrium Thermodynamics contributor: fullname: Mazur – volume: 34 start-page: 1 year: 2004 end-page: 20 ident: CR13 article-title: Time evolution in macroscopic systems. I. Equations of motion publication-title: Found. Phys. doi: 10.1023/B:FOOP.0000012007.06843.ed contributor: fullname: Grandy – ident: CR3 – ident: CR17 – start-page: 254 year: 1985 end-page: 269 ident: CR10 article-title: Macroscopic prediction publication-title: Complex Systems—Operational Approaches in Neurobiology, Physics, and Computers doi: 10.1007/978-3-642-70795-7_18 contributor: fullname: Haken – ident: CR11 – volume: 33 start-page: 391 year: 1965 end-page: 398 ident: CR8 article-title: Gibbs vs Boltzmann entropies publication-title: Am. J. Phys. doi: 10.1119/1.1971557 contributor: fullname: Jaynes – volume: 7 start-page: 372 year: 1971 end-page: 394 ident: CR22 article-title: Equivalence of various methods in the statistical mechanics of irreversible processes publication-title: Teor. Math. Fiz. contributor: fullname: Kalashnikov – volume: 48 start-page: 425003 year: 2015 ident: CR30 article-title: Hamiltonian formalism and path entropy maximization publication-title: J. Phys. A doi: 10.1088/1751-8113/48/42/425003 contributor: fullname: González – volume: 108 start-page: 171 year: 1957 end-page: 190 ident: CR5 article-title: Information theory and statistical mechanics. II publication-title: Phys. Rev. doi: 10.1103/PhysRev.108.171 contributor: fullname: Jaynes – volume: 44 start-page: 923 year: 2014 end-page: 931 ident: CR29 article-title: Newtonian dynamics from the principle of maximum caliber publication-title: Found. Phys. doi: 10.1007/s10701-014-9819-8 contributor: fullname: Gutiérrez – year: 2008 ident: CR23 publication-title: Statistical Mechanics of Nonequilibrium Liquids doi: 10.1017/CBO9780511535307 contributor: fullname: Morriss – year: 2008 ident: CR16 publication-title: Entropy and the Time Evolution of Macroscopic Systems doi: 10.1093/acprof:oso/9780199546176.001.0001 contributor: fullname: Grandy – start-page: 15 year: 1979 end-page: 118 ident: CR7 article-title: Where do we stand on maximum entropy? publication-title: The Maximum Entropy Formalism contributor: fullname: Tribus – ident: CR26 – volume-title: The Maximum Entropy Formalism year: 1979 ident: 9_CR21 contributor: fullname: B Robertson – volume: 34 start-page: 21 year: 2004 ident: 9_CR14 publication-title: Found. Phys. doi: 10.1023/B:FOOP.0000012008.36856.c1 contributor: fullname: WT Grandy – volume: 144 start-page: 151 year: 1966 ident: 9_CR20 publication-title: Phys. Rev. doi: 10.1103/PhysRev.144.151 contributor: fullname: B Robertson – volume: 31 start-page: 579 year: 1980 ident: 9_CR9 publication-title: Ann. Rev. Phys. Chem. doi: 10.1146/annurev.pc.31.100180.003051 contributor: fullname: ET Jaynes – ident: 9_CR11 – volume: 34 start-page: 1 year: 2004 ident: 9_CR13 publication-title: Found. Phys. doi: 10.1023/B:FOOP.0000012007.06843.ed contributor: fullname: WT Grandy – volume: 7 start-page: 372 year: 1971 ident: 9_CR22 publication-title: Teor. Math. Fiz. contributor: fullname: DN Zubarev – volume: 44 start-page: 923 year: 2014 ident: 9_CR29 publication-title: Found. Phys. doi: 10.1007/s10701-014-9819-8 contributor: fullname: D González – volume: 30 start-page: 1109 year: 1964 ident: 9_CR19 publication-title: Physica doi: 10.1016/0031-8914(64)90102-8 contributor: fullname: R Zwanzig – volume-title: Non-Equilibrium Thermodynamics year: 1962 ident: 9_CR24 contributor: fullname: SR Groot de – volume: 62 start-page: 175 year: 1980 ident: 9_CR12 publication-title: Phys. Rep. doi: 10.1016/0370-1573(80)90093-9 contributor: fullname: WT Grandy – ident: 9_CR26 – volume-title: Statistical Mechanics of Nonequilibrium Liquids year: 2008 ident: 9_CR23 doi: 10.1017/CBO9780511535307 contributor: fullname: DJ Evans – volume: 33 start-page: 1338 year: 1960 ident: 9_CR18 publication-title: J. Chem. 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Phys. doi: 10.1007/s10701-011-9604-x contributor: fullname: D Kuić – start-page: 181 volume-title: 1962 Brandeis Lectures in Theoretical Physics year: 1963 ident: 9_CR6 contributor: fullname: ET Jaynes – volume: 108 start-page: 171 year: 1957 ident: 9_CR5 publication-title: Phys. Rev. doi: 10.1103/PhysRev.108.171 contributor: fullname: ET Jaynes – start-page: 15 volume-title: The Maximum Entropy Formalism year: 1979 ident: 9_CR7 contributor: fullname: ET Jaynes – ident: 9_CR17 – start-page: 254 volume-title: Complex Systems—Operational Approaches in Neurobiology, Physics, and Computers year: 1985 ident: 9_CR10 doi: 10.1007/978-3-642-70795-7_18 contributor: fullname: ET Jaynes – volume-title: Thermodynamics and an Introduction to Thermostatistics year: 1985 ident: 9_CR28 contributor: fullname: HB Callen – ident: 9_CR2 – ident: 9_CR25 – volume: 48 start-page: 425003 year: 2015 ident: 9_CR30 publication-title: J. Phys. A doi: 10.1088/1751-8113/48/42/425003 contributor: fullname: S Davis – volume: 33 start-page: 391 year: 1965 ident: 9_CR8 publication-title: Am. J. Phys. doi: 10.1119/1.1971557 contributor: fullname: ET Jaynes |
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Snippet | In the previous papers (Kuić et al. in Found Phys 42:319–339,
2012
; Kuić in
arXiv:1506.02622
,
2015
), it was demonstrated that applying the principle of... |
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SubjectTerms | Classical and Quantum Gravitation Classical Mechanics History and Philosophical Foundations of Physics Philosophy of Science Physics Physics and Astronomy Quantum Physics Relativity Theory Statistical Physics and Dynamical Systems |
Title | Predictive Statistical Mechanics and Macroscopic Time Evolution: Hydrodynamics and Entropy Production |
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