Temporal super-resolution using smart sensors for turbulent separated flows

[1]  Y. Ozawa,et al.  Spatiotemporal superresolution measurement based on POD and sparse regression applied to a supersonic jet measured by PIV and near-field microphone , 2022, Journal of Visualization.

[2]  C. Morton,et al.  Sparse sensor-based cylinder flow estimation using artificial neural networks , 2022, Physical Review Fluids.

[3]  F. Thomas,et al.  Experimental Characterization of Smooth Body Flow Separation Over Wall-Mounted Gaussian Bump , 2022, AIAA SCITECH 2022 Forum.

[4]  P. Spalart,et al.  Direct numerical simulation of the two-dimensional speed bump flow at increasing Reynolds numbers , 2021, International Journal of Heat and Fluid Flow.

[5]  Prahladh S. Iyer,et al.  Wall-modeled LES of flow over a Gaussian bump , 2021, AIAA Scitech 2021 Forum.

[6]  K. Jansen,et al.  Direct numerical simulation of a turbulent boundary layer over a bump with strong pressure gradients , 2020, Journal of Fluid Mechanics.

[7]  L. Cattafesta,et al.  Spectral analysis modal methods (SAMMs) using non-time-resolved PIV , 2020, Experiments in Fluids.

[8]  Kai Fukami,et al.  Machine-learning-based spatio-temporal super resolution reconstruction of turbulent flows , 2020, Journal of Fluid Mechanics.

[9]  Hui Li,et al.  Time-resolved reconstruction of flow field around a circular cylinder by recurrent neural networks based on non-time-resolved particle image velocimetry measurements , 2020 .

[10]  Matthew L. Robbins,et al.  Characterization of separated flowfield over Gaussian speed-bump CFD validation geometry , 2020, AIAA Scitech 2021 Forum.

[11]  Matthew L. Robbins,et al.  Overview of validation completeness for gaussian speed-bump separated flow experiments , 2020, AIAA Scitech 2021 Forum.

[12]  Matthew L. Robbins,et al.  Experimental Study of a CFD Validation Test Case for Turbulent Separated Flows , 2020 .

[13]  Wen Wu,et al.  Spatio-temporal dynamics of turbulent separation bubbles , 2019, Journal of Fluid Mechanics.

[14]  M. Tachie,et al.  On the unsteady characteristics of turbulent separations over a forward–backward-facing step , 2019, Journal of Fluid Mechanics.

[15]  Stefano Discetti,et al.  Estimation of time-resolved turbulent fields through correlation of non-time-resolved field measurements and time-resolved point measurements , 2018 .

[16]  I. Marusic,et al.  Amplitude Modulation of Pressure in Turbulent Boundary Layer , 2016, Proceeding of Ninth International Symposium on Turbulence and Shear Flow Phenomena.

[17]  J. Weiss,et al.  Unsteadiness in a large turbulent separation bubble , 2016, Journal of Fluid Mechanics.

[18]  B. R. Noack,et al.  Closed-Loop Turbulence Control: Progress and Challenges , 2015 .

[19]  Robert J. Martinuzzi,et al.  Sensor-based estimation of the velocity in the wake of a low-aspect-ratio pyramid , 2015 .

[20]  William Gropp,et al.  CFD Vision 2030 Study: A Path to Revolutionary Computational Aerosciences , 2014 .

[21]  Richard P. Dwight,et al.  Time-supersampling of 3D-PIV measurements with vortex-in-cell simulation , 2014 .

[22]  Clarence W. Rowley,et al.  Integration of non-time-resolved PIV and time-resolved velocity point sensors for dynamic estimation of velocity fields , 2013 .

[23]  Zambri Harun,et al.  Pressure gradient effects on the large-scale structure of turbulent boundary layers , 2013, Journal of Fluid Mechanics.

[24]  R. Mathis,et al.  Predictive Model for Wall-Bounded Turbulent Flow , 2010, Science.

[25]  Jonathan W. Naughton,et al.  Multi-time-delay LSE-POD complementary approach applied to unsteady high-Reynolds-number near wake flow , 2010 .

[26]  R. Mathis,et al.  Large-scale amplitude modulation of the small-scale structures in turbulent boundary layers , 2009, Journal of Fluid Mechanics.

[27]  Charles E. Tinney,et al.  Low-dimensional characteristics of a transonic jet. Part 2. Estimate and far-field prediction , 2008, Journal of Fluid Mechanics.

[28]  Ivan Marusic,et al.  Large-scale influences in near-wall turbulence , 2007, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[29]  Charles E. Tinney,et al.  On spectral linear stochastic estimation , 2006 .

[30]  J. Westerweel,et al.  Universal outlier detection for PIV data , 2005 .

[31]  Ahmed Naguib,et al.  Wall-pressure-array measurements beneath a separating/reattaching flow region , 2003 .

[32]  S. Hochreiter,et al.  Long Short-Term Memory , 1997, Neural Computation.

[33]  Mark N. Glauser,et al.  Stochastic estimation and proper orthogonal decomposition: Complementary techniques for identifying structure , 1994 .

[34]  P. Moschopoulos,et al.  The distribution of the sum of independent gamma random variables , 1985 .

[35]  N. J. Cherry,et al.  Unsteady measurements in a separated and reattaching flow , 1984, Journal of Fluid Mechanics.

[36]  Owen J. H. Williams.  Density effects on turbulent boundary layer structure: From the atmosphere to hypersonic flow , 2014 .

[37]  Kai Schneider,et al.  Review of Some Fundamentals of Data Processing , 2007 .