Search Results - "Rezaeiravesh, Saleh"

On the potential of transfer entropy in turbulent dynamical systems by Massaro, Daniele, Rezaeiravesh, Saleh, Schlatter, Philipp

“…Information theory (IT) provides tools to estimate causality between events, in various scientific domains. Here, we explore the potential of IT-based…”
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Assessment of uncertainties in hot-wire anemometry and oil-film interferometry measurements for wall-bounded turbulent flows by Rezaeiravesh, Saleh, Vinuesa, Ricardo, Liefvendahl, Mattias, Schlatter, Philipp

“…In this study, the sources of uncertainty of hot-wire anemometry (HWA) and oil-film interferometry (OFI) measurements are assessed. Both statistical and…”
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Bayesian Optimization of Wall-Normal Blowing and Suction-Based Flow Control of a NACA 4412 Wing Profile by Mallor, Fermin, Semprini-Cesari, Giacomo, Mukha, Timofey, Rezaeiravesh, Saleh, Schlatter, Philipp

“…Active flow-control techniques have shown promise for achieving high levels of drag reduction. However, these techniques are often complex and involve multiple…”
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Physics-informed neural network for turbulent flow reconstruction in composite porous-fluid systems by Jang, Seohee, Jadidi, Mohammad, Rezaeiravesh, Saleh, Revell, Alistair, Mahmoudi, Yasser

“…This study explores the implementation of physics-informed neural networks (PINNs) to analyze turbulent flow in composite porous-fluid systems. These systems…”
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Efficient prediction of turbulent flow quantities using a Bayesian hierarchical multifidelity model by Rezaeiravesh, Saleh, Mukha, Timofey, Schlatter, Philipp

“…High-fidelity scale-resolving simulations of turbulent flows quickly become prohibitively expensive, especially at high Reynolds numbers. As a remedy, we may…”
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On numerical uncertainties in scale-resolving simulations of canonical wall turbulence by Rezaeiravesh, Saleh, Vinuesa, Ricardo, Schlatter, Philipp

“…•New UQ-based metrics are applied to scale-resolving simulations of wall turbulence.•The metrics help understanding the behavior of solvers and influence of…”
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Effect of grid resolution on large eddy simulation of wall-bounded turbulence by Rezaeiravesh, Saleh, Liefvendahl, Mattias

“…Physics of Fluids 30, 055106 (2018) The effect of grid resolution on large eddy simulation (LES) of wall-bounded turbulent flow is investigated. A channel flow…”
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A library for wall-modelled large-eddy simulation based on OpenFOAM technology by Mukha, T., Rezaeiravesh, S., Liefvendahl, M.

“…This work presents a feature-rich open-source library for wall-modelled large-eddy simulation (WMLES), which is a turbulence modelling approach that reduces…”
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In-situ estimation of time-averaging uncertainties in turbulent flow simulations by Rezaeiravesh, S., Gscheidle, C., Peplinski, A., Garcke, J., Schlatter, P.

“…The statistics obtained from turbulent flow simulations are generally uncertain due to finite time averaging. Most techniques available in the literature to…”
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Assessment of uncertainties in hot-wire anemometry and oil-film interferometry measurements for wall-bounded turbulent flows by Rezaeiravesh, Saleh, Vinuesa, Ricardo, Liefvendahl, Mattias, Schlatter, Philipp

“…In this study, the sources of uncertainty of hot-wire anemometry (HWA) and oil-film interferometry (OFI) measurements are assessed. Both statistical and…”
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An uncertainty-quantification framework for assessing accuracy, sensitivity, and robustness in computational fluid dynamics by Rezaeiravesh, S., Vinuesa, R., Schlatter, P.

“…Combining different existing uncertainty quantification (UQ) techniques, a framework is obtained to assess a set of metrics in computational physics problems,…”
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Applying Bayesian optimization with Gaussian process regression to computational fluid dynamics problems by Morita, Y., Rezaeiravesh, S., Tabatabaei, N., Vinuesa, R., Fukagata, K., Schlatter, P.

“…Bayesian optimization (BO) based on Gaussian process regression (GPR) is applied to different CFD (computational fluid dynamics) problems which can be of…”
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Wall-modeled large eddy simulation of 90° bent pipe flows with/without particles: A comparative study by Fazeli, Maryam, Emdad, Homayoun, Mehdi Alishahi, Mohammad, Rezaeiravesh, Saleh

“…Wall-modeled large eddy simulation (WMLES) has been proven to be a cost-effective approach capable of resolving turbulence up to certain resolutions. Among the…”
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Systematic study of accuracy of wall-modeled large eddy simulation using uncertainty quantification techniques by Rezaeiravesh, S., Mukha, T., Liefvendahl, M.

“…•Predictive accuracy and sensitivity of WMLES of channel flow to different factors are investigated.•Influential factors include wall model parameters, grid,…”
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UQit: A Python package for uncertainty quantification (UQ) in computational fluid dynamics (CFD) by Rezaeiravesh, Saleh, Vinuesa, Ricardo, Schlatter, Philipp

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In-situ Estimation of Time-averaging Uncertainties in Turbulent Flow Simulations by Rezaeiravesh, Saleh, Gscheidle, Christian, Peplinski, Adam, Garcke, Jochen, Schlatter, Philipp

“…The statistics obtained from turbulent flow simulations are generally uncertain due to finite time averaging. The techniques available in the literature to…”
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Direct numerical simulation of turbulent pipe flow up to $Re_\tau=5200 by Yao, Jie, Rezaeiravesh, Saleh, Schlatter, Philipp, Hussain, Fazle

“…Well-resolved direct numerical simulations (DNSs) have been performed of the flow in a smooth circular pipe of radius $R$ and axial length $10\pi R$ at…”
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An Uncertainty-Quantification Framework for Assessing Accuracy, Sensitivity, and Robustness in Computational Fluid Dynamics by Rezaeiravesh, Saleh, Vinuesa, Ricardo, Schlatter, Philipp

“…A framework is developed based on different uncertainty quantification (UQ) techniques in order to assess validation and verification (V&V) metrics in…”
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Systematic Study of Accuracy of Wall-Modeled Large Eddy Simulation using Uncertainty Quantification Techniques by Rezaeiravesh, Saleh, Mukha, Timofey, Liefvendahl, Mattias

“…The predictive accuracy of wall-modeled large eddy simulation is studied by systematic simulation campaigns of turbulent channel flow. The effect of wall…”
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A Library for Wall-Modelled Large-Eddy Simulation Based on OpenFOAM Technology by Mukha, Timofey, Rezaeiravesh, Saleh, Liefvendahl, Mattias

“…This work presents a feature-rich open-source library for wall-modelled large-eddy simulation (WMLES), which is a turbulence modelling approach that reduces…”
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