Coarse-grained modelling out of equilibrium
DOI10.1016/j.physrep.2022.04.006OpenAlexW3183835709MaRDI QIDQ2160130
Publication date: 2 August 2022
Published in: Physics Reports (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2107.09972
computer simulationmultiscale modellingcoarse-grainingmaterials modellingnon-equilibrium statistical physicsscale-bridging
Brownian motion (60J65) Stochastic methods (Fokker-Planck, Langevin, etc.) applied to problems in time-dependent statistical mechanics (82C31) PDEs with randomness, stochastic partial differential equations (35R60) Kinetic theory of gases in time-dependent statistical mechanics (82C40) Statistical mechanics of liquids (82D15) Irreversible thermodynamics, including Onsager-Machlup theory (82C35) Fokker-Planck equations (35Q84) Computational density functional analysis in statistical mechanics (82M36)
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- Renormalized reduced models for singular PDEs
- On the Cauchy problem for Boltzmann equations: Global existence and weak stability
- Stochastic thermodynamics: principles and perspectives
- Optimal prediction with memory
- A dynamic subgrid scale model for large eddy simulations based on the Mori-Zwanzig formalism
- An efficient numerical method for solving the Boltzmann equation in multidimensions
- Memory effects in the Fermi-Pasta-Ulam model
- The Fokker-Planck equation. Methods of solutions and applications.
- Multiscale modelling and simulation. Proceedings of the summer workshop, Lugano, Switzerland, August 4--30, 2003
- Fluctuating hydrodynamics and Brownian motion
- Data-driven closures for stochastic dynamical systems
- Data-driven molecular modeling with the generalized Langevin equation
- Variational approach for learning Markov processes from time series data
- Multiscale modeling. A Bayesian perspective
- Equations of Motion in Nonequilibrium Statistical Mechanics
- Multiscale modelling and simulation: a position paper
- Time-Domain Methods for Diffusive Transport in Soft Matter
- Reciprocal Relations in Irreversible Processes. II.
- Optimal prediction and the Mori–Zwanzig representation of irreversible processes
- Coarse graining from coarse-grained descriptions
- Data-driven parameterization of the generalized Langevin equation
- LII. An essay towards solving a problem in the doctrine of chances. By the late Rev. Mr. Bayes, F. R. S. communicated by Mr. Price, in a letter to John Canton, A. M. F. R. S
- Transport, Collective Motion, and Brownian Motion
- Memory Effects in Irreversible Thermodynamics
- Optimal prediction and the rate of decay for solutions of the Euler equations in two and three dimensions
- A Variational Approach to Modeling Slow Processes in Stochastic Dynamical Systems
- Direct Simulation and the Boltzmann Equation
- On a Stochastic Integro-Differential Equation of Volterra Type
- Brownian motion in a field of force and the diffusion model of chemical reactions
- A general kinetic theory of liquids I. The molecular distribution functions
- On Quantum Theory of Transport Phenomena
- Generalized Langevin equation for nonequilibrium systems
- Projection operators in statistical mechanics: a pedagogical approach
