introduction to direct numerical simulation

An introduction to modelling and simulation. INTRODUCTION A clear evolutionary path could be observed looking back at the aircrafts from early days and comparing them to the state J. Malm, C. Mavriplis, and D. S. Henningson. The principle of DNS is simple; however, an extremely fine mesh is required to solve the flow exactly. Random numbers are often useful both for simulation of physical processes and for generating a collection of test cases. Introduction Flame stability is of critical importance in direct injection en-gines, gas turbines and many different types of combustion de-vices. During these decades, many DNS procedures have been developed according to the recent high performance computers and computational technologies. The free-stream parameters are: the free-stream Mach number is 6, the unit Reynolds number is 10000/mm, the free-stream temperature is 79 K, the angle of attack is 0, and the wall Physical and Numerical Techniques: 1. 2007; Tartakovsky et al. In this paper, an efficient ghost-cell based immersed boundary method is applied to perform direct numerical simulation (DNS) of mass transfer problems in particle clusters. Direct numerical simulation of the evaporation of interface-resolved liquid droplets in decaying homogeneous isotropic turbulence is performed in this study. In both cases, the cluster is composed of active catalysts and inert particles, and A direct numerical simulation (DNS) is a simulation in computational fluid dynamics (CFD) in which the NavierStokes equations are numerically solved without any turbulence model. erly. For example, a change of a system in time (t) and space ( x, y, and z) can be described with a PDE. To be specific, a nine-sphere cuboid cluster and a random-generated spherical cluster consisting of 100 spheres are studied. This introduction to simulation tutorial is designed to teach the basics of simulation, including structure, func-tion, data generated, and its proper use. The parallel performance of the direct numerical These studies, termed novel numerical experiments, are discussed in section 3. In many cases, DNS can obtain results that are impossible using any other me We stress that DNS is a research tool, and not a brute-force solution to the Navier-Stokes equations for engineering problems. An Introduction to Computational Fluid Dynamics: The Finite Volume Method. Direct numerical simulation of pore-scale ow in a bead pack: Comparison with magnetic resonance imaging observations Xiaofan Yang a, Timothy D. Scheibe a,, Marshall C. Richmond a, William A. Where To Download Numerical The complete numerical integration of the exact equations governing the turbulent velocity field (the NavierStokes equations) is known as direct numerical simulation (DNS). Key words: intermittency, turbulence simulation 1. Of particular interest is the particle dispersion in large-scale turbulent structures generated by the mixing of Direct numerical simulation (DNS) employs mesh-based methods that often require an explicit representation of these reactive interfaces. A promising alternative to DNS is large-eddy simulation (LES). More specifically, partial differential equations (PDEs) describe such changes in more than one independent variable. The wide range of scales in turbulent flows requires that care be taken in their numerical solution. The study is organized as follows: an introduction to the corner-ow problem is given in 0.1, the numerical setup an the laminar self-similar base state are discussed in 0.2, and the results are summarized in 0.3. Journal of Turbulence, Accepted, 2014. Introduction to direct numerical simulation. While the basic FLOWer-code solves the compress- Introduction The dispersion of particles in turbulence is an important industrial application in combustion, pollution control and materials processing. Direct Numerical Simulation (DNS) is the branch of CFD devoted to high-fidelity solution of turbulent flows. The impact of Direct numerical simulation. direct numerical simulation of the transition process in axial corner-ow. Pilot simulations of canonical combustorconfigurations will be conducted as a demonstration of the new capabilities. Division - Physical Sciences and Engineering. The mathematical derivation of the computational algorithm is accompanied by python codes embedded in Jupyter notebooks. Introduction During the last decade, direct numerical simulation (DNS) has been recognized as a powerful and reliable tool for studying turbulent ows. We consider a stably stratified turbulent plane Couette flow as a benchmark problem supplemented with the additional transport of passive substances. dispersion; two-way momentum coupling; direct numerical simulation 1. Do N sample paths per time-step - one for each z[i].A simple w is = 3h with probability 1 6, = 3h with probability 1 6, = 0 with probability 2 3. Mathematical Modeling and Direct Numerical Simulation of the Self-Assembly in Biological Chiral Lyotropic Liquid Crystals Sayyed Ahmad Khadem Department of Chemical Engineering McGill University, Montreal April 2021 A thesis submitted to McGill University in partial fulfillment of the requirements of the degree of Doctor of Philosophy 2. Introduction. Contact. One branch of CFD deals with the Direct We discuss related numerical issues such as boundary conditions and Introduction. Introduction Over the last two decades, the lattice Boltzmann method (LBM) has been rapidly developed into an alternative and viable computational uid dynamics (CFD) method for simulating viscous uid ows involving complex boundary In addition, to select the optimal turbulent model, the obtained simulation results for different Page 23/53 How it works Manage preferences. Direct numerical simulation of hypersonic turbulent boundary layers. direct numerical simulations (DNS) of homogeneous turbulence.57 Even in the absence of experimental data to compare with, such bumps may not be explained in terms of numerical discretization effects, as they are evident in pseudo-spectral DNS in which the numerical errors have been demonstrated to be small in comparison.7,8 In other Among them, the finite difference method (FDM) and the finite element method (FEM) are the most commonly used. Generation of artificial history and observation of that observation history A model construct a conceptual framework that describes a system The behavior of a system that evolves over time is studied by developing a simulation model. We discuss related numerical issues such as boundary conditions and Direct Methods for Sparse Linear Systems - Data Structures, Fill-in, Ordering, Graph Interpretations (Courtesy of Deepak Ramaswamy, Michal Rewienski, Luca Daniel, and Karen Veroy.) Direct numerical simulation of electroconvective instability and hysteretic current-voltage response of a permselective membrane Van Sang Pham, 1Zirui Li,2 ,3 Kian Meng Lim, 4 Jacob K. White,5 and Jongyoon Han3 ,5 6 1Singapore-MIT Alliance, Direct numerical simulation In both cases, the cluster is composed of active catalysts and inert particles, and DNS-based studies are advantageous Direct numerical simulation (DNS) results enable us to characterize the near-wall turbulence statistics as modified by the mobile bedforms and compare results against those established for fixed bedforms. INTRODUCTION The Generation IV International Forum (GIF) in 2002 chose the supercritical water-cooled reactor (SCWR) as one of six nuclear systems due to its high power conversion efficiency [1]. Part 1 349 Martin et al. (1999). Chris Baker, DNS involves the solution of the governing 11. Gas-liquid mass transfer is an important phenomenon in the realization of chemical engineering process. Answer: Direct numerical simulation, often abbreviated DNS, is a term mostly used in the context of Computational Fluid Dynamics (CFD). Modern computable general equilibrium (CGE) models for trade policy are challenging in their complexity, but can be thought of as constructions of much simpler building blocks. SIMSON; Referenced in 43 articles introduction to the theory and the numerical details of the implementation is given. Direct numerical simulation of the evaporation of interface-resolved liquid droplets in decaying homogeneous isotropic turbulence is performed in this study. The goals of this work are: To develop and validate a numerical solver with advanced features specific to the purpose of simulating propulsive plasma flows. Additionally, it computes vorticity of the flow and determines forces acting on the cylinder. DIRECT NUMERICAL SIMULATION 541 been gained from DNS of certain idealized ows that cannot be easily attained in the laboratory. This study applied the numerical simulation of thyroid measurements and determined the relationship between the count ratio of the two peak areas at 80.2 and 365 keV Introduction Large segmented solid rocket motors (SRMs) are known to exhibit thrust oscillations Before exploring the details of the direct numerical simulation, the rst part will be devoted to the biglobal stability equations used to capture the The ame base in the lifted ame is a wrinkled ring uctuating Numerical simulation. The focus of this chapter is on the direct numerical simulation of reactive processes at the pore scale, with an emphasis on the role of fluidsolid interfaces (Kang et al. Introduction Conventional simulations of porous media ow and solute transport, commonly applied at physical scales We present, to our knowledge, the first direct numerical simulation of 3D cellular-scale blood flow in physiologically realistic microvascular networks. Turbulence Modeling 1. Introduction Conventional simulations of porous media ow and solute transport, commonly applied at physical scales Because of today's limited computing power or resolution, DNS is restricted to low-Reynolds-number turbulence, which exists in laboratory flows, e.g., those in wind tunnels. Abstract We review the direct numerical simulation (DNS) of turbulent flows. The solver Lundbladh et al. 293: Computational Aspects of Flow Simulation on 3D . Simulation) Direct Numerical Simulation of Flow in Engine-Like Geometries Turbulent flow around a wing profile, a direct numerical simulation Simulations of Page 9/53. The model takes a set of expressed assumptions: Introduction In recent years, turbulent boundary-layer drag reduction has become an important area of fluid dynamics research. Direct numerical simulation of flow past particles is a first-principles approach to developing accurate models for interphase momentum transfer in gas-solids flow at all levels of statistical closure. The computations verify that both schemes can be used to simulate ows with shock waves and contact discontinuities without the introduction of any articial diusion. This chapter is part of a book that is no longer available to purchase from Cambridge Core 9 - Direct numerical simulation from Part two - Modelling and Simulation. To better understand the shear behaviour of the cement grout, numerical direct shear tests were conducted. 1) Introduction 2) Numerical Methods 3) DSMC 4) DSMC Algorithm 5) Boundary Conditions (PPT) Direct Simulation Monte Carlo (DSMC) | Behzad Mohajer - Academia.edu Academia.edu no longer supports Internet Explorer. Students will find this volume an accessible introduction to the field; experienced practitioners will find it a perennial reference. Here we will do a mathematical simulation: approximating \(\pi\) on the basis that the unit circle occupies a fraction \(\pi/4\) of the \(2 \times 2\) square enclosing it.. Disclaimer# Find methods information, sources, references or INTRODUCTION Direct numerical simulations (DNSs) and wall-resolved large eddy simulations (LESs), often denoted with common-name high-fidelity simulations, represent I. 1. INTRODUCTION. in solving numerically the Navier-Stokes equations with. Direct numerical simulation. A direct numerical simulation (DNS) is a simulation in computational fluid dynamics in which the NavierStokes equations are numerically solved without any turbulence model. This means that the whole range of spatial and temporal scales of the turbulence must be resolved. 461: Efficient FEM Flow Simulation on Unstructured . 6.336J is an introduction to computational techniques for the simulation of a large variety of engineering and physical systems. Dun H, Huang N and Zhang J (2021) 3D Direct Numerical Simulation on the Emergence and Development of Aeolian Sand Ripples. 227: Introduction to Part III . Single step chemistry model was used. Ducoin, A, Roy, S, & Safdari Shadloo, M. "Direct Numerical Simulation of Nonlinear Secondary Instabilities on the Pressure Side of a Savonius Style Wind Turbine." Note Some figures may be in color only in the electronic version. Numerous studies showed that results obtained by DNS are in excellent agreement with experimental ndings, if they are reliable (see Moin & Mahesh 1998). where varies slightly with Atwood number, A, and is typically in the range 0.040.08.The distance to which the mixing zone penetrates the lighter fluid is referred to as the spike distance, The ratio is a slowly increasing function of the density ratio Three-dimensional numerical simulation of this self-similar turbulent mixing problem, and some more complex Intro to SDEs with with Examples Stochastic Differential Equations Higher-Order Methods Examples w =is approximately gaussian E=0,E2 =h,E3 =0,E4 =3h2. Block-structured grids, and 3. Since DNS solves the governing Navier-Stokes equations with exact boundary conditions With increasing Reynolds number, the onset and performed three-dimensional direct numerical simulations at Re=3900 and 10000. For example, Maass & Schumann (1994) re-sorted to nite dierence DNS to investigate the ow structure over stationary, high The goal is to assess the instantaneous relationship between the homogeneity of mixing and the ratio of the time scales of droplet evaporation and turbulent homogenization. The remainder of this paper is organized as follows. Sections II and III present governing equations and the numerical methods employed to compute them. 9. - GitHub - NAnand-TUD/vonKarmanDNS: OpenFoam and Gmsh codes to carry out a direct numerical simulation Computational techniques. Direct numerical simulation of pore-scale ow in a bead pack: Comparison with magnetic resonance imaging observations Xiaofan Yang a, Timothy D. Scheibe a,, Marshall C. Richmond a, William A. Direct Numerical Simulation (DNS) solves the time dependent Navier-Stokes equations, resolving from the largest length scale of a computational domain size to the smallest length scale of turbulence eddy (Kolmogorov length scale). Introduction Numerical simulations of particulate flows with heat transfer: Two-Phase Continuum Model Discrete Particle Model Direct Numerical Simulation (DNS) Very little work has been done on particulate flows: Effect of neighboring particles Non-spherical particles Clusters of particle Direct Numerical Simulation (DNS) method combined with Immersed Brief introduction to this section that descibes Open Access especially from an IntechOpen perspective. In this paper, an efficient ghost-cell based immersed boundary method is applied to perform direct numerical simulation (DNS) of mass transfer problems in particle clusters. Fluids 22, 025105 (2010). Section 4 then presents some examples that illustrate how experiments and computations can complement each other. Numerical simulation of international trade and trade policy issues using computable general equilibrium models is a dynamic and constantly evolving field, and one that can be intimidating to the uninitiated. Abstract. Introduction . The computational domain was large enough to capture the range of the acous-tic wavelengths. This means that every turbulent eddy down to the smallest scales where it will be dissipated due to viscosity is simulated. Numerical Methods in Economics clearly presents a vast range of materials on this topic, from background mathematics through numerical algorithms to economic applications. direct numerical simulation, turbulent multiphase ows, droplets, bubbles Abstract This review focuses on direct numerical simulations (DNS) of turbulent ows laden with droplets or bubbles. Direct numerical simulation The direct numerical simulations are carried out by a 4th-order compact nite difference version of the DLR Flower-code implemented by Enk [7]. With modern advances in numerical and experimental methods uncovering the signicance of coherent structures in turbulent ows (Hussain1986; Fiedler1988), the dynamics The main purpose of the current paper is to give comparisons of direct nu- 1 Introduction. TaylorCouette geometry) rotating in opposite directions. A direct numerical simulation (DNS) is a simulation in computational fluid dynamics in which the Navier-Stokes equations are numerically solved without any turbulence model. Direct numerical simulation (DNS) is becoming an efficient numerical technique to study the detail of turbulent flows, and it is now frequently used to investigate the physics of compressible turbulence. In this field, the idealized shock-turbulence interaction phenomenon has been the focus of several numerical works since the early 1990s [1-6]. We stress that DNS is a research tool, and not a brute-force solution to the Navier-Stokes equations for engineering problems. 2006) was designed for low dissipation and high bandwidth and provides of Technology 1 Introduction Nearly all missiles are propelled by solid propellant rocket motors. Next, a numerical method will be presented that is used to solve the above conservation equations. The code includes probes in the flow field for convergence tests. The solver Lundbladh et al. A summary is not available for this content so a preview has been provided. Separation and reattachment of a turbulent boundary layer are crucial issues in aeronautical and engineering applications since they are associated with upper bound of efficiency for the devices. SIMSON; Referenced in 43 articles introduction to the theory and the numerical details of the implementation is given. Spiral turbulence A combined direct numerical simulationparticle Introduction The near-wake of a circular cylinder becomes particularly complex when transition occurs in the separating shear layers. Li, D. Fu, and Y. Ma, Direct numerical simulation of hypersonic boundary layer transition over a blunt cone with a small angle of attack, Phys. Unstructured grids Detailed explanations of numerical grids will be Fluid DynamicsIsogeometric Methods for Numerical SimulationNumerical Techniques for Direct and Large-Eddy Read Free An Introduction To Numerical Simulation For Trade Theory And Policy Programming for Computations - Python This book presents computer programming as a key method for solving mathematical problems. 1. Direct numerical simulation of the evaporation of interface-resolved liquid droplets in decaying homogeneous isotropic turbulence is performed in this study. Gas-liquid mass transfer is an important phenomenon in the realization of chemical engineering process. Keywords: open-cell solid foam, porous media, direct numerical simulation, immersed boundary method, drag correlation Introduction There has been an increasing trends on the use of novel mate-rials to improve the process efciency in a cost-effective way and to minimize the total weight/volume of process equipment. Applications are drawn from aerospace, mechanical, electrical, chemical and biological engineering, and materials science. Sections 28 of this Monograph provide an introduction to the fundamentals of numerical simulation, and to the basics of modelling electronic circuits and biochemical reactions. Section: Transitions in a high-speed boundary layer are a key concern during the design of high-speed aircraft. Direct Numerical Simulation Digital waveguides and related scattering methods, as well as modal techniques have undeniably become a very popular means of designing physical modeling sound synthesis algorithms. Direct Numerical Simulation of Rotating Cavity Flows Using a Spectral Element-Fourier Method Diogo B. Pitz, Diogo B. Pitz University of Surrey, Guildford, UK. University of Kentucky Department of Mechanical Engineering Numerical Simulation Noise and Vibration Short Course The Wave Equation In 1D 2p x2 1 c2 2p t2 =0 In 3D 2p 1 c2 2p t2 =0 2p= 2 x2 + 2 y2 + 2 z2 $ % & ' ( )p 10. The shear behaviour of the cement grout plays an important role in determining the stability of the systems. Both the EP and KEP schemes have been applied to the direct numerical simulation of one-dimensional viscous ow in a shock tube. DNS differs from conventional CFD in that the turbulence is explicitly resolved, rather than modelled by a Reynolds-averaged Navier-Stokes (RANS) closure. Towards the Direct Numerical Simulation of a Nuclear Pebble Bed Flow Star-CD User Conference 22-23 March, 2011 Amsterdam A. Shams, F. Roelofs, E.M.J. Analysis and design in nonelectronic domains, notably in systems biology, are also relying increasingly on numerical computation. Medeiros MF (2016) Direct numerical simulation of a wavepacket in a boundary layer at Mach 0.9. Abstract We review the direct numerical simulation (DNS) of turbulent flows. February 16, 2012 Uncategorized clouds, direct numerical-simulation, droplets, environment interface instability, fast-fssp measurements, homogeneous isotropic turbulence, in-situ measurements, large-eddy simulation, marine stratocumulus clouds, shallow cumulus clouds, top entrainment instability, trajectory ensemble model, turbulence NUMERICAL SIMULATION OF DIRECT MEASUREMENT TO DETERMINE THYROID 131 I CONTENT OF TWO TEPCO WORKERS CONSIDERING INTRODUCTION. DIRECT NUMERICAL SIMULATION OF SOLIDIFICATION MICROSTRUCTURES AFFECTED BY FLUID FLOW Damir Juric Theoretical Division, MS B216 Los Alamos National Laboratory Introduction Nearly all materials of engineering interest have, at some point, solidified from a liquid state. The term is used as a distinguisher to techniques such as RANS (Reynolds-averaged NavierStokes and LES (Large Eddie Simulations). Abstract This study investigates the dynamics of the subsiding shell at the lateral boundary of cumulus clouds, focusing on the role of evaporative cooling. Introduction. Cement grout is widely used in civil engineering and mining engineering. This course provides you with a basic introduction how to apply methods like the finite-difference method, the pseudospectral method, the linear and spectral element method to the 1D (or 2D) scalar wave equation. 1 Introduction. Accounting for everything that matters, on computers that exist, and in a time that is realistic, has traditionally required considerable tradeoffs in Phys. Help & FAQ; Home; Profiles; Research Units; Research & Scholarship; Datasets; Press / Media; Activities Learn the in-house direct numerical simulation code and modify for high pressure and highReynolds number reacting flow problems. Keywords Direct numerical simulation, wall-resolved large eddy simulation. 1 INTRODUCTION Computer simulation has been an important tool in study-ing the earth mantle owing to its inaccessibility to direct measurements. OpenFoam and Gmsh codes to carry out a direct numerical simulation (DNS) of a flow past 2D cylinder. Accurately predicting the behavior of multiphase flows is a problem of immense industrial and scientific interest. All the spatial scales of the turbulence must be resolved in the computational mesh, from the smallest dissipative scales (Kolmogorov microscales), up to the integral scale , associated with the motio Introduction Direct numerical simulations (DNS) of multiphase flows, where every continuum length and time scale is resolved the simulation in figure 2, the statistically steady state consists mostly of bubbles of roughly two sizes. 36. Numerical grid is a discrete representation of the geometric domain on which the problem is to be solved. CiteSeerX - Document Details (Isaac Councill, Lee Giles, Pradeep Teregowda): A distributed algorithm for a high-order-accurate finite-difference approach to the direct numerical simulation (DNS) of transition and turbulence in compressible flows is described. pertaining to the simulation are discussed. DNS of these ows are more chal-lenging than those of ows laden with solid particles due to the surface deformation in the former. A direct numerical simulation of the boiling phenomena is one of the promising approaches in order to clarify their heat transfer characteristics and discuss the mechanism. Through a sequence of carefully constructed and fully documented programs, the volume illustrates how numerical simulation can be used to analyze a wide array of problems. I. A direct numerical simulation (DNS) study of the sound gen-eration by a turbulent premixed ame was presented in this pa-per. CHAPTER 9: DIRECT NUMERICAL SIMULATION Turbulent Flows Stephen B. Pope Cambridge University Press, 2000 c Stephen B. Pope 2000 101 102 103 10-5 10-4 444: Flow Simulation in a High . As a result of a high jet velocity in these devices, the ame is abruptly lifted and stabilised at a downstream distance. 1.Introduction Vortex pairs have been an area of signicant interest as a result of their importance in both the study of fundamental uid mechanics and applied engineering. This means that the whole range of spatial and temporal scales of the turbulence must be resolved. This means that the whole range of spatial and temporal scales of the turbulence must be resolved. Komen shams@nrg.eu Introduction The nuclear core of High Temperature Reactor (HTR) with pebble bed type has been investigated intensively due to its 2007). We stress that DNS is a research tool, and not a brute-force solution to the Navier-Stokes equations for engineering problems. Li, D. Fu, and Y. Ma, Direct numerical simulation of hypersonic boundary layer transition over a blunt cone with a small angle of attack, Phys. Direct Numerical Simulation. Numerical Simulation In Fluid Dynamics A Practical Introduction Monographs On Mathematical Modeling And Computation numerical simulation results are in good agreement with the numerical results of other authors and the experimental data. Explore the latest full-text research PDFs, articles, conference papers, preprints and more on DIRECT NUMERICAL SIMULATION. There is a growing need for very small, maneuverable, Autonomous Underwater Vehicles (AUV) or underwater drones of long 2.2 Direct numerical simulation . The first objective is to demonstrate that parallel and distributed-memory machines Created Date: Turbulent-viscosity models. The introduction starts with a definition of simulation, goes through a talk about what makes up a simulation, how the simulation ac-tually works, and how to handle data generated by the The system develops a self-similar, Section: Transitions in a high-speed boundary layer are a key concern during the design of high-speed aircraft. There are many numerical methods used for the simulation of engineering problems. Project Description. Apply this solver to understand the role of physical processes, that may not be tractable by experimental investigations alone. Consequently, deriving mathematical mod-els and their numerical solution on computers has a long history dating back several decades. This course provides you with a basic introduction how to apply methods like the finite-difference method, the pseudospectral method, the linear and spectral element method to the 1D (or 2D) scalar wave equation. However, direct numerical simulation is a useful tool in fundamental research in turbulence. Using DNS it is possible to perform "numerical experiments", and extract from them information difficult or impossible to obtain in the laboratory, allowing a better understanding of the physics of turbulence. Reynolds-stress and related models Subject index. A Lagrangian-particle-based direct numerical simulation is used to resolve the interactions among individual aerosols, droplets, and the fluctuating supersaturation field within a turbulent, adiabatic air parcel. University of Illinois Urbana-Champaign Home. Differential equations describe the change of a system rather than its state over space and time. The mathematical derivation of the computational algorithm is accompanied by python codes embedded in Jupyter notebooks. Care was taken to fully resolve both near- and far elds. Topics include: mathematical formulations; network problems; sparse direct and iterative matrix solution techniques; Newton Introduction Since the size of this shell is well below what large-eddy simulations can resolve, the authors have performed direct numerical simulations of an idealized subsiding shell. In the literature, the numerical treatments of stenotic geometry in arteries have been mostly based on the boundary-fittedgridsorunstructuredgrids.Asanalternative,theimmersedboundarymethod(IBM),whichwasintro Simulation (LES): An Introduction Numerical Simulation In Fluid Dynamics Buy Numerical Simulation in Fluid Dynamics: A Practical Page 17/53. Our model resolves the large deformation and dynamics of each individual red blood cell flowing Abstract In this study, the blast response of hybrid-fibre engineered cementitious composite (HFECC) panels with 1.75% polyvinyl alcohol and 0.58% steel fibres (by volume) is experimentally and numerically evaluated for the first time. Terascale direct numerical simulations of turbulent combustion using S3D J H Chen1, A Choudhary2, Introduction 3 2. An Introduction to the Numerical Simulation of Stochastic Differential Equations is appropriate for undergraduates and postgraduates in mathematics, engineering, physics, chemistry, finance, and related disciplines, as well as researchers in these areas. 9:662389. doi: 10.3389/fphy.2021.662389. Introduction The present study concerns the so-called spiral turbulence, a phenomenon observed at moderate Reynolds numbers in the ow between two concentric cylinders (i.e.

introduction to direct numerical simulation