Published January 8, 2018 | Version 1.0.0
Dataset Open

Backscattering from randomly placed Dirichlet particles

  • 1. University of Manchester

Description

Summary:

A simulated data set of backscattered waves, governed by the 2D wave equation, from randomly placed Dirichlet particles. The particles are circular with 0.2 < radius  < 2.0 and 1% < volume fraction < 20%. The incident wave is of the form ei k (x - xR -  t)  where the particles are placed in the halfspace x>0 and the backscattering is emitted and received at (xR, 0) with xR = -10.0. The data named bunny and bunnytest is for incident waves with 0 < k < 1 (where the term e- i k t factors out). The data named train and test is for incident waves of the form e0.1(x - xR - t)^2, with  9.5 < t < 98.       

Format:

An example of how to use the data is given  in [4]. To load the data requires the packages [1] and [2] in the language Julia v0.5> [3]. When using load(filename) the data will automatically be loaded as an array of type FrequencySimulation or of type TimeSimulation. 

[1] https://github.com/jondea/MultipleScattering.jl

[2] https://github.com/JuliaIO/JLD.jl 

[3] https://julialang.org/

[4] https://github.com/gowerrobert/MultipleScatteringLearnMoments/tree/master/examples

Notes

Funding acknowledged from EPSRC (EP/M026205/1).

Files

Files (12.4 GB)

Name Size Download all
md5:d251256c91966d7a61d3dd747790b6db
9.2 GB Download
md5:68a357e6a43deb26bdcbf5f1dc3b6028
3.2 GB Download
md5:0c69e051f55255d0bcdc71d1e387bb0e
304.7 kB Download
md5:e23fcbd2c853e08535541bab6a6cd5ac
775.6 kB Download

Additional details

References

  • P. A. Martin (2011), "Multiple scattering by random configurations of circular cylinders: Reflection, transmission, and effective inter- face conditions", JASA