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Materials data science: current status and future outlook
SR Kalidindi, M De Graef - Annual Review of Materials Research, 2015 - annualreviews.org
The field of materials science and engineering is on the cusp of a digital data revolution.
After reviewing the nature of data science and Big Data, we discuss the features of materials …
After reviewing the nature of data science and Big Data, we discuss the features of materials …
A web services accessible database of turbulent channel flow and its use for testing a new integral wall model for LES
abstract The output from a direct numerical simulation (DNS) of turbulent channel flow at Re
τ≈ 1000 is used to construct a publicly and Web services accessible, spatio-temporal …
τ≈ 1000 is used to construct a publicly and Web services accessible, spatio-temporal …
POD-based background removal for particle image velocimetry
State-of-art preprocessing methods for Particle Image Velocimetry (PIV) are severely
challenged by time-dependent light reflections and strongly non-uniform background. In this …
challenged by time-dependent light reflections and strongly non-uniform background. In this …
Shape-dependence of particle rotation in isotropic turbulence
We consider the rotation of neutrally buoyant axisymmetric particles suspended in isotropic
turbulence. Using laboratory experiments as well as numerical and analytical calculations …
turbulence. Using laboratory experiments as well as numerical and analytical calculations …
Sensing the turbulent large-scale motions with their wall signature
This study assesses the capability of extended proper orthogonal decomposition (EPOD)
and convolutional neural networks (CNNs) to reconstruct large-scale and very-large-scale …
and convolutional neural networks (CNNs) to reconstruct large-scale and very-large-scale …
Regularized inverse holographic volume reconstruction for 3D particle tracking
The key limitations of digital inline holography (DIH) for particle tracking applications are
poor longitudinal resolution, particle concentration limits, and case-specific processing. We …
poor longitudinal resolution, particle concentration limits, and case-specific processing. We …
On PIV random error minimization with optimal POD-based low-order reconstruction
Random noise removal from particle image velocimetry (PIV) data and spectra is of
paramount importance, especially for the computation of derivative quantities and spectra …
paramount importance, especially for the computation of derivative quantities and spectra …
Time-reversal-symmetry breaking in turbulence
In three-dimensional turbulent flows, the flux of energy from large to small scales breaks time
symmetry. We show here that this irreversibility can be quantified by following the relative …
symmetry. We show here that this irreversibility can be quantified by following the relative …
Tumbling of small axisymmetric particles in random and turbulent flows
We analyze the tumbling of small nonspherical, axisymmetric particles in random and
turbulent flows. We compute the orientational dynamics in terms of a perturbation expansion …
turbulent flows. We compute the orientational dynamics in terms of a perturbation expansion …
GPU-based, parallel-line, omni-directional integration of measured pressure gradient field to obtain the 3D pressure distribution
The introduction of 3D time-resolved velocity measurement techniques enables calculation
of the instantaneous pressure distribution by spatially integrating the material acceleration …
of the instantaneous pressure distribution by spatially integrating the material acceleration …