Implementing Large Eddy Simulation to Numerical Simulation of Optical Wave Propagation

[1]  James M. McDonough,et al.  Lectures In Elementary Fluid Dynamics: Physics, Mathematics and Applications , 2009 .

[2]  L. Andrews,et al.  Laser Beam Propagation Through Random Media , 1998 .

[3]  V. Gudimetla,et al.  Estimating Cn2 (Refractive index structure constant) in Deep Turbulence using Unwrapped Phase , 2013 .

[4]  E. Vilar,et al.  Measurement and modeling of scintillation intensity to estimate turbulence parameters in an Earth-space path , 1984 .

[5]  Elena Masciadri,et al.  Improvements in the optical turbulence parameterization for 3D simulations in a region around a telescope , 2001 .

[6]  Michael C. Roggemann,et al.  Optical propagation in non-Kolmogorov atmospheric turbulence , 1995, Defense, Security, and Sensing.

[7]  Alexei A. Efros,et al.  Image-to-Image Translation with Conditional Adversarial Networks , 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[8]  A. Quirrenbach The Effects of Atmospheric Turbulence on Astronomical Observations , 2004 .

[9]  J. Strohbehn Line-of-sight wave propagation through the turbulent atmosphere , 1968 .

[10]  F. Nicoud,et al.  Wall-Adapting Local Eddy-Viscosity models for simulations in complex geometries , 2007 .

[11]  Marc'Aurelio Ranzato,et al.  Large Scale Distributed Deep Networks , 2012, NIPS.

[12]  Alexei A. Efros,et al.  Context Encoders: Feature Learning by Inpainting , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[13]  Zheng Zhang,et al.  MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems , 2015, ArXiv.

[14]  C. K. So,et al.  Determination of the Kondo Scattering Amplitude and Coherence Distance from Tunneling in Doped-Electrode Junctions , 1978 .

[15]  Wojciech Zaremba,et al.  Improved Techniques for Training GANs , 2016, NIPS.

[16]  Richard B Holmes,et al.  Analytical expressions for the log-amplitude correlation function for plane wave propagation in anisotropic non-Kolmogorov refractive turbulence. , 2012, Journal of the Optical Society of America. A, Optics, image science, and vision.

[17]  Yoshua Bengio,et al.  Generative Adversarial Nets , 2014, NIPS.

[18]  F. Schmitt About Boussinesq's turbulent viscosity hypothesis: historical remarks and a direct evaluation of its validity , 2007 .

[19]  Thomas Brox,et al.  U-Net: Convolutional Networks for Biomedical Image Segmentation , 2015, MICCAI.

[20]  Arkadi Zilberman,et al.  Propagation of electromagnetic waves in Kolmogorov and non-Kolmogorov atmospheric turbulence: three-layer altitude model. , 2008, Applied optics.

[21]  Sanjay Ghemawat,et al.  MapReduce: Simplified Data Processing on Large Clusters , 2004, OSDI.

[22]  D. Spalding,et al.  A calculation procedure for heat, mass and momentum transfer in three-dimensional parabolic flows , 1972 .

[23]  Radford M. Neal Pattern Recognition and Machine Learning , 2007, Technometrics.

[24]  M. Roggemann,et al.  Anisotropic non-Kolmogorov turbulence phase screens with variable orientation. , 2015, Applied optics.

[25]  J. Richard Kerr,et al.  Experiments on Turbulence Characteristics and Multiwavelength Scintillation Phenomena , 1972 .

[26]  George Weiss Wave Propagation in a Turbulent Medium. V. I. Tatarski. Translated by R. A. Silverman. McGraw-Hill, New York, 1961. 285 pp. Illus. $9.75 , 1961 .

[27]  Roger Lewandowski,et al.  Mathematical and Numerical Foundations of Turbulence Models and Applications , 2014 .

[28]  R. S. Lawrence,et al.  Measurements of Atmospheric Turbulence Relevant to Optical Propagation , 1970 .

[29]  J. Deardorff Stratocumulus-capped mixed layers derived from a three-dimensional model , 1980 .

[30]  Jian Sun,et al.  Identity Mappings in Deep Residual Networks , 2016, ECCV.

[31]  J. Gonglewski,et al.  Atmospheric structure function measurements with a Shack-Hartmann wave-front sensor. , 1992, Optics letters.

[32]  Vincent Dumoulin,et al.  Deconvolution and Checkerboard Artifacts , 2016 .

[33]  Larry C. Andrews,et al.  Measured statistics of laser-light scattering in atmospheric turbulence , 1981 .

[34]  Trevor Darrell,et al.  Fully Convolutional Networks for Semantic Segmentation , 2017, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[35]  V. I. Tatarskii The effects of the turbulent atmosphere on wave propagation , 1971 .

[36]  F. Harlow,et al.  Numerical Calculation of Time‐Dependent Viscous Incompressible Flow of Fluid with Free Surface , 1965 .

[37]  A. Consortini,et al.  Inner-scale effect on irradiance variance measured for weak-to-strong atmospheric scintillation , 1993 .

[38]  Yang Zhiyin,et al.  Large-eddy simulation: Past, present and the future , 2015 .

[39]  Guang Yang,et al.  Automatic Brain Tumor Detection and Segmentation Using U-Net Based Fully Convolutional Networks , 2017, MIUA.

[40]  Yuan Yu,et al.  Dryad: distributed data-parallel programs from sequential building blocks , 2007, EuroSys '07.

[41]  Ivan Bratko,et al.  Machine Learning and Data Mining; Methods and Applications , 1998 .

[42]  M. Vorontsov,et al.  Characterization of Atmospheric Turbulence Effects Over 149 km Propagation Path Using Multi-Wavelength Laser Beacons , 2010 .

[43]  Jason D. Schmidt,et al.  Numerical Simulation of Optical Wave Propagation With Examples in MATLAB , 2010 .

[44]  Robert Patton Leland,et al.  Wave propagation in a random medium , 1989 .