Cover Image

Mixing Artificial and Natural Intelligence: From Statistical Mechanics to AI and Back to Turbulence

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Chertkov, Michael
Format:	Preprint
Published:	2024
Subjects:	Machine Learning Statistical Mechanics Artificial Intelligence Fluid Dynamics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A Numerical Proof of Shell Model Turbulence Closure
by: Ortali, Giulio, et al.
Published: (2022)

Circulation Fluctuations of Elementary Turbulent Vortices
by: Moriconi, L., et al.
Published: (2025)

Synthetic Turbulence via an Instanton Gas Approximation
by: Schorlepp, Timo, et al.
Published: (2025)

Geometric Intermittency in Turbulence
by: Mukherjee, Ritwik, et al.
Published: (2025)

Scale-to-Scale Information Flow Amplifies Turbulent Fluctuations
by: Tanogami, Tomohiro, et al.
Published: (2024)

Structural Boundary State Transitions in Turbulent Pipe Flow
by: Moriconi, L., et al.
Published: (2025)

Synthetic Lagrangian Turbulence by Generative Diffusion Models
by: Li, Tianyi, et al.
Published: (2023)

Temporal Memory for Resource-Constrained Agents: Continual Learning via Stochastic Compress-Add-Smooth
by: Chertkov, Michael
Published: (2026)

Generative Stochastic Optimal Transport: Guided Harmonic Path-Integral Diffusion
by: Chertkov, Michael
Published: (2025)

Reduction of Triadic Interactions Suppresses Intermittency and Anomalous Dissipation in Turbulence
by: Kankaria, Anikat, et al.
Published: (2026)

Thermodynamics and Statistical Equilibrium of Large-Scale Hydroelastic Wave Turbulence
by: Vernet, Marlone, et al.
Published: (2025)

Optimal Surfaces for Turbulent Circulation Statistics
by: Moriconi, L.
Published: (2025)

Uncertainty Growth in Stably Stratified Turbulence
by: Powdel, Mrinal Jyoti, et al.
Published: (2025)

Branching Paths Statistics for confined Flows : Adressing Navier-Stokes Nonlinear Transport
by: Yaacoub, Daniel, et al.
Published: (2026)

Superstatistical Approach to Turbulent Circulation Fluctuations
by: Lima, Henrique S., et al.
Published: (2026)

Adaptive Path Integral Diffusion: AdaPID
by: Chertkov, Michael, et al.
Published: (2025)

OGF: An Online Gradient Flow Method for Optimizing the Statistical Steady-State Time Averages of Unsteady Turbulent Flows
by: Hickling, Tom, et al.
Published: (2025)

Information Propagation in Predator-Prey Dynamics of Turbulent Plasma
by: Tanogami, Tomohiro, et al.
Published: (2025)

Analytic Bridge Diffusions for Controlled Path Generation
by: Chertkov, Michael
Published: (2026)

Two-Loop Turbulent Helical Magnetohydrodynamics: Large-Scale Dynamo and Energy Spectrum
by: Hnatič, Michal, et al.
Published: (2025)

Phase Transitions in Anisotropic Turbulence
by: van Kan, Adrian
Published: (2024)

Bridging Elastic and Active Turbulence
by: Dzanic, Vedad, et al.
Published: (2026)

Physics-Guided Actor-Critic Reinforcement Learning for Swimming in Turbulence
by: Koh, Christopher, et al.
Published: (2024)

Sampling Decisions
by: Chertkov, Michael, et al.
Published: (2025)

Turbulent stretching of dumbbells with hydrodynamic interactions: an analytical study
by: Picardo, Jason R., et al.
Published: (2025)

Statistical topology of the streamlines of a two-dimensional flow
by: Kamb, M., et al.
Published: (2021)

Emergent Transfer of a Physics Foundation Model from Simulation to Laboratory Turbulence
by: Mukhopadhyay, Payel, et al.
Published: (2026)

Tailoring the first law of thermodynamics for convective flows
by: Makuch, Karol
Published: (2024)

Roles of Energy and Entropy in Multiscale Dynamics and Thermodynamics
by: Grmela, Miroslav
Published: (2024)

Noise-induced transitions past the onset of a steady symmetry-breaking bifurcation: the case of the sudden expansion
by: Ducimetière, Yves-Marie, et al.
Published: (2024)

Scale locality of information flow in shell models of turbulence
by: Tanogami, Tomohiro
Published: (2024)

Fluid-network relations: decay laws meet with spatial self-similarity, scale-invariance, and control scaling
by: Tian, Yang, et al.
Published: (2024)

A Novel ES-BGK Model for Non-Polytropic Gases with Internal State Density Independent of the Temperature
by: Arima, Takashi, et al.
Published: (2024)

The inviscid fixed point of the multi-dimensional Burgers-KPZ equation
by: Gosteva, Liubov, et al.
Published: (2024)

Does rare, noise-induced, bypass transition in plane Couette flow bypass instantons ?
by: Rolland, Joran
Published: (2024)

The first law of thermodynamics in hydrodynamic steady and unsteady flows
by: Giżyński, Konrad, et al.
Published: (2024)

Effective description of Taylor dispersion in strongly corrugated channels
by: Alexandre, Arthur, et al.
Published: (2025)

Burgers dynamics for Poisson point process initial conditions of the Weibull class
by: Valageas, Patrick
Published: (2025)

Spatio-temporal correlation functions in scalar turbulence from functional renormalization group
by: Pagani, Carlo, et al.
Published: (2021)

Convective Viscous Cahn-Hilliard/Allen-Cahn Equation with memory effects
by: Mchedlov-Petrosyan, P. O., et al.
Published: (2025)