6 citations · 7 across the 6 of their papers we have counts for
6 papers
Recognition of Nanoparticle and Microdroplet Parameters in Levitating Microdroplets of Suspension by Speckle Image Analysis Using Convolutional Neural Networks
Yaroslav Shopa, Kwasi Nyandey, Daniel Jakubczyk
Retrieving suspension parameters from light scattered by a suspension microdroplet is a difficult inverse problem because the recorded optical pattern is shaped by droplet morpholo…
Refractive Index, Its Chromatic Dispersion, and Thermal Coefficients of Four Less Common Glycols
Anastasiya Derkachova, Daniel Jakubczyk, Gennadiy Derkachov +1
We report comprehensive measurements of the refractive index as a function of wavelength and temperature for four less commonly studied glycols: pentaethylene glycol, hexaethylene…
A convolutional neural network technique for online tracking of the radius evolution of levitating evaporating microdroplets of pure liquids, liquid mixtures and suspensions
Kwasi Nyandey, Gennadiy Derkachov, Daniel Jakubczyk
We have used convolutional neural network in a classification task to track the radius evolution of levitating evaporating microdroplets of pure diethylene glycol, diethylene glyco…
Combining transmission speckle photography and convolutional neural network for determination of fat content in cow's milk -- an exercise in classification of parameters of a complex suspension
Kwasi Nyandey, Daniel Jakubczyk
We have combined transmission speckle photography and machine learning for direct classification and recognition of milk fat content classes. Our aim was hinged on the fact that pa…
Chromatic dispersion and thermal coefficients of hygroscopic liquids: 5 glycols and glycerol
Daniel Jakubczyk, Gennadiy Derkachov, Kwasi Nyandey +2
Chromatic dispersion and thermal coefficients of 6 hygroscopic liquids: ethylene glycol, diethylene glycol, triethylene glycol, tetraethylene glycol, propylene glycol (propane-1,2-…
Luminescent nanoparticles in a shrinking spherical cavity -- probing the evaporating microdroplets of colloidal suspension -- optical lattices and structural transitions
Yaroslav Shopa, Maciej Kolwas, Izabela Kamińska +6
We investigated the possibility of using charged luminescent nanoparticles as nanoprobes for studying the evolution scenarios of surface and internal structure of slowly evaporatin…