On the generalized Langevin equation and the Mori projection operator technique
Pith reviewed 2026-05-22 22:51 UTC · model grok-4.3
The pith
The orthogonal dynamics for Mori projections is defined directly via linear Volterra equations and forms a strongly continuous semigroup generated by QLQ.
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
The orbit maps for the orthogonal dynamics can be directly defined via solutions of linear Volterra equations. All desired properties of the orthogonal dynamics are then proven directly from this definition. In particular, the orthogonal dynamics is a strongly continuous semigroup generated by QL Q = QLQ, where L is the generator of the time evolution operator, and P=1-Q is the Mori projection operator. The results apply to general autonomous dynamical systems whose time evolution is given by a strongly continuous semigroup.
What carries the argument
The definition of orthogonal-dynamics orbit maps as solutions of linear Volterra equations, from which the semigroup property and the generator QLQ are derived without invoking differentiability of fluctuating forces.
Load-bearing premise
The time evolution of the system must be given by a strongly continuous semigroup on a Hilbert space.
What would settle it
A concrete dynamical system whose evolution is a strongly continuous semigroup on a Hilbert space, yet whose memory kernel obtained from the Volterra-defined orthogonal dynamics differs from the kernel obtained via the bounded-perturbation route, would falsify the claimed equivalence.
read the original abstract
In statistical physics, the Nakajima-Mori-Zwanzig projection operator formalism is used to derive an integro-differential equation for observables in a Hilbert space, the generalized Langevin equation (GLE). This technique relies on the splitting of the dynamics into a projected and an orthogonal part. However, the well-posedness of the abstract Cauchy problem for the orthogonal dynamics remains an open problem. Moreover, it is rarely discussed under which assumptions the Dyson identity, which is used to derive the GLE, holds. In this article, we address this issue for rank-one projections (Mori's projection). For the Mori projection, the orthogonal dynamics is obtained from the bounded perturbation theorem. The variation of constants formula for strongly continuous semigroups then yields the GLE and the second fluctuation dissipation theorem (2FDT). We show that the variation of constants can be replaced by a limiting process in order to give a general proof of the GLE and 2FDT that does not require the differentiability of the fluctuating forces. In addition, we offer an alternative approach that does not require the bounded perturbation theorem. Our starting point is the observation that the GLE and 2FDT uniquely determine the fluctuating forces as well as the memory kernel. Furthermore, the orbit maps for the orthogonal dynamics can be directly defined via solutions of linear Volterra equations. All desired properties of the orthogonal dynamics are then proven directly from this definition. In particular, the orthogonal dynamics is a strongly continuous semigroup generated by $\overline{\mathcal{QL}}\mathcal{Q}=\mathcal{QLQ}$, where $\mathcal{L}$ is the generator of the time evolution operator, and $\mathcal{P}=1-\mathcal{Q}$ is the Mori projection operator. Our results apply to general autonomous dynamical systems whose time evolution is given by a strongly continuous semigroup.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The manuscript resolves the well-posedness of the orthogonal dynamics for rank-one Mori projections in the Nakajima-Mori-Zwanzig formalism. For systems whose time evolution is a strongly continuous semigroup on a Hilbert space, the orthogonal dynamics is constructed either via the bounded perturbation theorem (yielding the GLE and 2FDT by variation of constants) or, alternatively, by directly defining its orbit maps as solutions of linear Volterra equations; all semigroup properties, strong continuity, and the generator identification with the closure of QLQ are then proved from this definition. The results require no extra regularity on the fluctuating forces and apply to general autonomous C0-semigroup dynamics.
Significance. If the derivations hold, the paper supplies a self-contained, rigorous foundation for the Mori projection technique that closes an acknowledged gap in the literature. The Volterra-equation route is especially useful because it derives the semigroup property and generator directly from the GLE/2FDT uniqueness without invoking the bounded perturbation theorem or differentiability assumptions, thereby extending the applicability of the formalism to a broad class of autonomous dynamical systems.
minor comments (3)
- [Introduction / §2] The abstract states that the results apply to 'general autonomous dynamical systems whose time evolution is given by a strongly continuous semigroup'; the precise statement of this standing hypothesis (including the Hilbert-space setting and the definition of the Mori projection P) should appear explicitly in the introduction or §2.
- [Main text (generator identification)] Notation for the closure of QLQ is introduced as 'overline{QL}Q = QLQ'; a short remark clarifying whether the domain of the generator is taken to be the domain of L or a suitable core would improve readability.
- [Discussion / concluding section] The paper mentions an alternative limiting-process proof that avoids differentiability; a brief comparison table or paragraph contrasting the two routes (bounded perturbation vs. Volterra) would help readers assess the scope of each method.
Simulated Author's Rebuttal
We thank the referee for the careful reading and positive assessment of our manuscript, including the accurate summary of our results on the well-posedness of the orthogonal dynamics and the recommendation for minor revision. No specific major comments were raised in the report.
Circularity Check
No significant circularity; derivation is self-contained within C0-semigroup theory
full rationale
The paper defines the orthogonal dynamics orbit maps directly as solutions to linear Volterra equations (or via bounded perturbation + variation of constants) and derives semigroup properties, generator identification, GLE, and 2FDT from that definition plus the standing hypothesis that the underlying dynamics is a strongly continuous semigroup on a Hilbert space. All steps remain inside standard functional-analysis results for C0-semigroups; no parameter fitting, self-referential definitions, or load-bearing self-citations that reduce the central claim to its own inputs are present. The construction is independent of the target results.
Axiom & Free-Parameter Ledger
axioms (2)
- domain assumption The time evolution is given by a strongly continuous semigroup on a Hilbert space
- domain assumption The projection operator is the rank-one Mori projection
Lean theorems connected to this paper
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IndisputableMonolith/Cost/FunctionalEquation.leanwashburn_uniqueness_aczel unclear?
unclearRelation between the paper passage and the cited Recognition theorem.
the orbit maps for the orthogonal dynamics can be directly defined via solutions of linear Volterra equations... generated by QLQ=QLQ
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IndisputableMonolith/Foundation/RealityFromDistinction.leanreality_from_one_distinction unclear?
unclearRelation between the paper passage and the cited Recognition theorem.
Our results apply to general autonomous dynamical systems whose time evolution is given by a strongly continuous semigroup
What do these tags mean?
- matches
- The paper's claim is directly supported by a theorem in the formal canon.
- supports
- The theorem supports part of the paper's argument, but the paper may add assumptions or extra steps.
- extends
- The paper goes beyond the formal theorem; the theorem is a base layer rather than the whole result.
- uses
- The paper appears to rely on the theorem as machinery.
- contradicts
- The paper's claim conflicts with a theorem or certificate in the canon.
- unclear
- Pith found a possible connection, but the passage is too broad, indirect, or ambiguous to say the theorem truly supports the claim.
Reference graph
Works this paper leans on
-
[1]
Introduction In statistical physics, the method called “projection operator formalism”, “Mori-Zwanzig formalism” or “Nakajima-Zwanzig-formalism” is a well-established method to reduce the dimension of a dynamical system. (For textbooks see ref. [18, 55, 24], for original texts see ref. [34, 52, 53, 33, 29, 13, 56, 54, 26, 16, 17].) The basic idea of this ...
-
[2]
We writec ∗ for the conjugate of a complex numberc
Semigroup approach Throughout this article, letHbe a complex Hilbert space, and let (., .) denote the scalar product with complex conjugation in its second argument. We writec ∗ for the conjugate of a complex numberc. Let{U(t)} t≥0 be a strongly continuous semigroup on Hsuch that the time evolution for some state vectorx∈His given by the orbit map t→ U(t)...
-
[3]
Alternative approach using Volterra equations The following derivation of the GLE and 2FDT by means of the theory of Volterra equations is inspired by the existence proof for the orthogonal dynamics for finite-rank projections within the context of Hamiltonian vector fields given by Givon et al. [15, Theorem 4.1] in 2005. First, we observe that the memory...
work page 2005
-
[4]
Classical statistical mechanics In this section, we demonstrate how the previous results can be applied to statistical ensembles of (possibly non-Hamiltonian) classical systems. Let the state space be given by Ω =R n andµbe the Lebesgue measure on (Ω,Σ), where Σ denotes the Lebesgue σ-algebra. Letρ∈L 1(µ) be non-negative and normalized. The space of real-...
-
[5]
Non-autonomous systems Finally, we ask whether the GLE also holds for systems that evolve under time- dependent dynamics such as systems subjected to time-dependent external forces or active matter. For a time-dependent flowφ:R 2 ×Ω→Ω, where Ω denotes some configuration space, we haveφ(t, r)◦φ(r, s) =φ(t, s) andφ(t, t) = id Ω, for allt, s, r∈R. IfHis a co...
-
[6]
Discussion and Conclusion In general, the scope of validity of the Mori-Zwanzig projection operator technique is a subtle issue. In order to derive the GLE, one typically makes use of the Dyson formula G(t)x=U(t)x− Z t 0 U(t−s)PLG(s)x ds ,(6.1) where{G(t)} t≥0 denotes the evolution operator for the orthogonal dynamics. The main difficulty regarding a rigo...
-
[7]
Hence, we emphasize the results by John Ball [3]
and example 3.11. Hence, we emphasize the results by John Ball [3]. The Dyson formula can be viewed as an application of John Ball’s version of the variation of constants formula [3], cf. sec. 2. This requires thatt→ PLG(t)xis continuous andt→ G(t)xhas to be a weak solution of d dt G(t)x=LG(t)x− PLG(t)x(6.2) in the sense of Ball [3]. This is the case, for...
-
[8]
Charalambos D. Aliprantis and Kim C. Border.Infinite Dimensional Analysis: A Hitchhiker’s Guide. Springer Berlin Heidelberg, Berlin, Heidelberg, 2006
work page 2006
-
[9]
Everything is possible for the domain intersection.Advances in Mathematics, 374:107383, 2020
Yury Arlinski˘ ı and Christiane Tretter. Everything is possible for the domain intersection.Advances in Mathematics, 374:107383, 2020
work page 2020
-
[10]
J. M. Ball. Shorter notes: Strongly continuous semigroups, weak solutions, and the variation of constants formula.Proceedings of the American Mathematical Society, 63(2):370–373, 1977
work page 1977
-
[11]
Springer New York, New York, NY, 2011
Haim Brezis.Functional Analysis, Sobolev Spaces and Partial Differential Equations. Springer New York, New York, NY, 2011
work page 2011
-
[12]
T. A. Burton.Volterra Integral and Differential Equations, volume 202 ofMathematics in Science and Engineering. Elsevier, 2005
work page 2005
-
[13]
Alexandre J Chorin, Ole H Hald, and Raz Kupferman. Optimal prediction and the mori–zwanzig representation of irreversible processes.Proceedings of the National Academy of Sciences, 97(7):2968–2973, 2000
work page 2000
-
[14]
D. L. Cohn.Measure Theory. Birkh¨ auser New York, NY, 2013
work page 2013
-
[15]
E. B. Davies. Semigroup growth bounds.Journal of Operator Theory, 53(2):225–249, 2005
work page 2005
-
[16]
Klaus-Jochen Engel and Rainer Nagel.One-Parameter Semigroups for Linear Evolution Equations. Graduate Texts in Mathematics. Springer New York, 2000. eBook 06 April 2006
work page 2000
-
[17]
Denis J. Evans and G.P. Morriss. Equilibrium time correlation functions under gaussian isothermal dynamics.Chemical Physics, 87(3):451–454, 1984
work page 1984
-
[18]
Evans.Partial differential equations
Lawrence C. Evans.Partial differential equations. American Mathematical Society, 1997
work page 1997
-
[19]
Folland.Real Analysis - Modern Techniques and Their Applications - Second Edition
Gerald B. Folland.Real Analysis - Modern Techniques and Their Applications - Second Edition. John Whiley and Sons, 1999
work page 1999
-
[20]
Y Fukui and T Morita. Derivation of the stationary generalized langevin equation.Journal of Physics A: General Physics, 4(4):477, jul 1971
work page 1971
-
[21]
Matteo Gallone, Alessandro Michelangeli, and Sergio Albeverio.Self-adjoint extension schemes and modern applications to quantum Hamiltonians. Springer Cham, 2023
work page 2023
-
[22]
Dror Givon, Raz Kupferman, and Ole H. Hald. Existence proof for orthogonal dynamics and the mori-zwanzig formalism.Israel Journal of Mathematics, 145(1):221–241, Dec 2005
work page 2005
-
[23]
H. Grabert. Microdynamics and equations of motion for macrovariables.Zeitschrift f¨ ur Physik B Condensed Matter, 27(1):95–99, Mar 1977
work page 1977
-
[24]
Hermann Grabert. Nonlinear transport and dynamics of fluctuations.Journal of Statistical Physics, 19(5):479–497, Nov 1978. On the generalized Langevin equation and the Mori projection operator technique35
work page 1978
-
[25]
Hermann Grabert.Projection operator techniques in nonequilibrium statistical mechanics, volume 95. Springer, 2006
work page 2006
-
[26]
L. Gr¨ une and O. Junge.Gew¨ ohnliche Differentialgleichungen. Springer Spektrum Wiesbaden, 2016
work page 2016
-
[27]
Hall.Quantum Theory for Mathematicians
Brian C. Hall.Quantum Theory for Mathematicians. Springer New York, New York, NY, 2013
work page 2013
-
[28]
Mori–zwanzig formalism as a practical computational tool.Faraday discussions, 144:301–322, 2010
Carmen Hij´ on, Pep Espa˜ nol, Eric Vanden-Eijnden, and Rafael Delgado-Buscalioni. Mori–zwanzig formalism as a practical computational tool.Faraday discussions, 144:301–322, 2010
work page 2010
-
[29]
E. Hille and R.S. Phillips.Functional Analysis and Semi-groups. American Mathematical Society: Colloquium publications. American Mathematical Society, 1957
work page 1957
-
[30]
B. L. Holian and D. J. Evans. Classical response theory in the heisenberg picture.The Journal of Chemical Physics, 83(7):3560–3566, 10 1985
work page 1985
-
[31]
Denis J Evans and Gary P Morriss.Statistical mechanics of nonequilbrium liquids. ANU Press, 2007
work page 2007
-
[32]
Shinnosuke Kawai and Tamiki Komatsuzaki. Derivation of the generalized langevin equation in nonstationary environments.The Journal of Chemical Physics, 134(11), 2011
work page 2011
-
[33]
K Kawasaki. Simple derivations of generalized linear and nonlinear langevin equations.Journal of Physics A: Mathematical, Nuclear and General, 6(9):1289, sep 1973
work page 1973
- [34]
-
[35]
B. O. Koopman. Hamiltonian systems and transformation in hilbert space.Proceedings of the National Academy of Sciences, 17(5):315–318, 1931
work page 1931
-
[36]
The fluctuation-dissipation theorem.Reports on progress in physics, 29(1):255, 1966
Ryogo Kubo. The fluctuation-dissipation theorem.Reports on progress in physics, 29(1):255, 1966
work page 1966
-
[37]
MG McPhie, PJ Daivis, Ian K Snook, J Ennis, and DJ Evans. Generalized langevin equation for nonequilibrium systems.Physica A: Statistical Mechanics and its Applications, 299(3-4):412– 426, 2001
work page 2001
-
[38]
Hugues Meyer, Thomas Voigtmann, and Tanja Schilling. On the non-stationary generalized Langevin equation.The Journal of Chemical Physics, 147(21):214110, 12 2017
work page 2017
-
[39]
Hugues Meyer, Thomas Voigtmann, and Tanja Schilling. On the dynamics of reaction coordinates in classical, time-dependent, many-body processes.The Journal of chemical physics, 150(17), 2019
work page 2019
-
[40]
Hazime Mori. Transport, collective motion, and brownian motion.Progress of theoretical physics, 33(3):423–455, 1965
work page 1965
-
[41]
Sadao Nakajima. On quantum theory of transport phenomena: Steady diffusion.Progress of Theoretical Physics, 20(6):948–959, 12 1958
work page 1958
-
[42]
Pazy.Semigroups of Linear Operators and Applications to Partial Differential Equations
A. Pazy.Semigroups of Linear Operators and Applications to Partial Differential Equations. Applied Mathematical Sciences. Springer New York, 1983
work page 1983
-
[43]
Springer Fachmedien Wiesbaden, Wiesbaden, 2014
J¨ urgen P¨ oschel.Etwas mehr Analysis: Eine Einf¨ uhrung in die mehrdimensionale Analysis. Springer Fachmedien Wiesbaden, Wiesbaden, 2014
work page 2014
-
[44]
M. Reed and B. Simon.I: Functional Analysis. Methods of Modern Mathematical Physics. Academic Press, revised and enlarged edition edition, 1980
work page 1980
-
[45]
Rudin.Principles of Mathematical Analysis
W. Rudin.Principles of Mathematical Analysis. International series in pure and applied mathematics. McGraw-Hill, 1964
work page 1964
-
[46]
W. Rudin.Functional Analysis. McGraw-Hill, tmh edition edition, 1974
work page 1974
- [47]
-
[48]
Coarse-grained modelling out of equilibrium.Physics Reports, 972:1–45, 2022
Tanja Schilling. Coarse-grained modelling out of equilibrium.Physics Reports, 972:1–45, 2022
work page 2022
-
[49]
Ian Snook.The Langevin and generalised Langevin approach to the dynamics of atomic, polymeric and colloidal systems. Elsevier, 2006
work page 2006
-
[50]
M. H. Stone. On one-parameter unitary groups in hilbert space.Annals of Mathematics, 33(3):643–648, 1932
work page 1932
-
[51]
Michael Te Vrugt and Raphael Wittkowski. Mori-zwanzig projection operator formalism for far- from-equilibrium systems with time-dependent hamiltonians.Physical Review E, 99(6):062118, On the generalized Langevin equation and the Mori projection operator technique36 2019
work page 2019
-
[52]
Michael te Vrugt and Raphael Wittkowski. Projection operators in statistical mechanics: a pedagogical approach.European Journal of Physics, 41(4):045101, 2020
work page 2020
-
[53]
J. v. Neumann. ¨Uber Einen Satz Von Herrn M. H. Stone.Annals of Mathematics, 33(3):567–573, 1932
work page 1932
-
[54]
Springer Berlin Heidelberg, Berlin, Heidelberg, 1992
Jan van Neerven.The Adjoint of a Semigroup of Linear Operators. Springer Berlin Heidelberg, Berlin, Heidelberg, 1992
work page 1992
-
[55]
Joachim Weidmann.Linear operators in Hilbert spaces. Springer New York, NY, 1980
work page 1980
-
[56]
Springer Berlin Heidelberg, Berlin, Heidelberg, 2018
Dirk Werner.Funktionalanalysis. Springer Berlin Heidelberg, Berlin, Heidelberg, 2018
work page 2018
-
[57]
Christoph Widder, Fabian Koch, and Tanja Schilling. Generalized Langevin dynamics simulation with non-stationary memory kernels: How to make noise.The Journal of Chemical Physics, 157(19):194107, 11 2022
work page 2022
-
[58]
Yuanran Zhu, Jason M. Dominy, and Daniele Venturi. On the estimation of the Mori-Zwanzig memory integral.Journal of Mathematical Physics, 59(10):103501, 09 2018
work page 2018
-
[59]
Robert Zwanzig. Ensemble method in the theory of irreversibility.The Journal of Chemical Physics, 33(5):1338–1341, 1960
work page 1960
-
[60]
Memory effects in irreversible thermodynamics.Phys
Robert Zwanzig. Memory effects in irreversible thermodynamics.Phys. Rev., 124:983–992, Nov 1961
work page 1961
-
[61]
Nonlinear generalized langevin equations.Journal of Statistical Physics, 9(3):215–220, Nov 1973
Robert Zwanzig. Nonlinear generalized langevin equations.Journal of Statistical Physics, 9(3):215–220, Nov 1973
work page 1973
-
[62]
Robert Zwanzig.Nonequilibrium Statistical Mechanics. Oxford University Press, 2001
work page 2001
-
[63]
Robert Zwanzig, K. S. J. Nordholm, and W. C. Mitchell. Memory effects in irreversible thermodynamics: Corrected derivation of transport equations.Phys. Rev. A, 5:2680–2682, Jun 1972
work page 1972
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