Machine Learning Methods for Deconvolution of Integral Transformations and Their Application to Experimental Data Analysis

A system that expands a hybrid inverse method (hNMF) to integral equations and applications comprising: a laser source, a first lens that focusses light from said laser source on a sample with unscattered light creating a reference light line and with scattered light focused by a plurality lenses to a plurality of detectors at several scattering angles θi, measured with respect to said reference light line, and for each said angle, θi, a processor records the autocorrelation function g1(t, θi) over a period of time, T.