Fluid dynamics explores how liquids and gases move, shaping everything from weather patterns to the flow of blood through our veins. This field bridges the gap between abstract mathematical equations and the tangible forces that drive our physical world, offering insights into turbulence, aerodynamics, and fluid behavior in complex environments.

On Gist.Science, we process every new preprint in this category directly from arXiv to make cutting-edge research accessible to everyone. Each paper is transformed into a clear, plain-language overview alongside a detailed technical summary, ensuring both students and experts can grasp the latest findings without getting lost in dense jargon.

Below, you will find the most recent studies in fluid dynamics, curated and explained for a broader audience.

Conservation laws, fluxes, and symmetries: lessons from a perturbative approach for self-organized turbulence

This paper reviews and extends a perturbative theoretical framework to explain how self-organized turbulence forms large-scale condensates in various systems, including two-dimensional and rotating three-dimensional flows, by demonstrating the universal role of two conserved quantities and the transition between different asymptotic models based on interaction scales.

Anna Frishman, Sébastien Gomé, Anton Svirsky2026-02-26🔬 physics

Physics Constrained Neural Collision Operators for Variable Hard Sphere Surrogates and Ab Initio Angle Prediction in Direct Simulation Monte Carlo

This paper presents a unified, physics-constrained neural-operator framework that accelerates Direct Simulation Monte Carlo simulations by replacing the Variable Hard Sphere model with a stochastic neural collision kernel for improved generalization and by introducing an efficient surrogate for ab initio Jäger potentials, collectively achieving high-fidelity predictions of rarefied gas dynamics with reduced computational cost.

Ehsan Roohi, Ahmad Shoja-Sani, Stefan Stefanov2026-02-26🔬 physics

A CFD-Based Investigation of Local Luminal Curvature as a Primary Determinant of Hemodynamic Environments in Cerebral Aneurysms

This study utilizes CFD simulations on 76 patient-specific cerebral aneurysms to demonstrate that local luminal curvature is a primary determinant of hemodynamic environments, where saddle-like patches correlate with high wall shear stress and spherical-like patches with low shear stress, offering a geometric framework for improved risk stratification and intervention planning.

Marcella P. A. Dallavanzi, José L. Gasche, Iago L. Oliveira2026-02-26🔬 physics

Unstable magnetic reconnection self-generates turbulence

Through high-resolution three-dimensional simulations, this study demonstrates that unstable magnetic reconnection in magnetised jets can self-sustainfully transition into fully developed turbulence via a current-sheet instability, where the coupling between turbulent electromotive force and magnetic mean shear drives persistent energy injection and subsequent nonlinear cascades.

Nick Williams, Alessandro De Rosis, Alex Skillen2026-02-26🔬 physics

Large eddy simulation of turbulent swirl-stabilized flames using the front propagation formulation: impact of the resolved flame thickness

This study extends the front propagation formulation combustion model to large eddy simulation of swirl-stabilized turbulent premixed flames by incorporating non-adiabatic effects and improved sub-filter flame speed estimation, demonstrating that accurately resolving flame thickness is critical for capturing vortical stretching-induced flame pockets and secondary temperature peaks in the TECFLAM burner.

Ruochen Guo, Yunde Su, Yuewen Jiang2026-02-26🔬 physics