Kinetics of the active medium of a copper vapor brightness amplifier

AE Kulagin, SN Torgaev, GS Evtushenko… - Russian physics …, 2018 - Springer
A spatiotemporal kinetics of the active medium of a copper vapor brightness amplifier is
described that allows gain characteristics to be investigated during the pump pulse. Model …

Stacking Machine Learning Models using Factor Analysis to Predict the Output Laser Power

S Gocheva-Ilieva, H Kulina… - … Conference on Electrical …, 2022 - ieeexplore.ieee.org
Machine learning is an intensively evolving field of artificial intelligence with applications in
all areas where data from observations and experiments are accumulated. In this study, for …

Application of the classification and regression trees for modeling the laser output power of a copper bromide vapor laser

IP Iliev, DS Voynikova… - … Problems in Engineering, 2013 - Wiley Online Library
This study examines the available experiment data for a copper bromide vapor laser (CuBr
laser), emitting in the visible spectrum at 2 wavelengths—510.6 and 578.2 nm. Laser output …

Кинетика активной среды усилителя яркости на парах меди

АЕ Кулагин, СН Торгаев, ГС Евтушенко… - Известия высших …, 2017 - elibrary.ru
Представлено описание пространственно-временной кинетической модели активной
среды усилителя яркости на парах меди, позволяющей проводить исследования …

MARS models of laser efficiency of copper bromide laser

DS Voynikova, SG Gocheva-Ilieva… - AIP Conference …, 2013 - pubs.aip.org
New results of statistical modeling of data on laser efficiency of copper bromide lasers using
the nonparametric method of multivariate adaptive regression splines (MARS). Linear and …

Random forests for statistical modeling of experimental data for CuBr vapor lasers used as brightness amplifiers

AV Ivanov, DV Fidanov, SG Gocheva-Ilieva - Journal of Computational …, 2021 - Springer
This study demonstrates the high capabilities of data mining and the random forest (RF)
machine learning technique for processing experimental data in the field of laser equipment …

Second degree model of laser efficiency of a copper bromide laser

NP Denev, IP Iliev - AIP Conference Proceedings, 2013 - pubs.aip.org
The subject of this study is a CuBr laser. Due to its wide range of applications, it continues to
be the object of scientific studies. For the first time, based on regression analysis, second …

Modeling and simulation of output power of a high-power He–SrBr2 laser by using multivariate adaptive regression splines

IP Iliev, SG Gocheva-Ilieva - Optics & Laser Technology, 2013 - Elsevier
Due to advancement in computing technology researchers are focusing onto novel
predictive models and techniques for improving the design and performance of the devices …

[PDF][PDF] SNEZHANA GOCHEVA-ILIEVA

I ILIEV, UGPR REGRESSION - academia.edu
A Generalized PathSeeker Regularized Regression (GPSRR), based on data mining
approach, is applied for statistical modeling and prediction of output power of copper …

[PDF][PDF] МАТЕМАТИКА И МАТЕМАТИЧЕСКО ОБРАЗОВАНИЕ, 2014 MATHEMATICS AND EDUCATION IN MATHEMATICS, 2014

AOFG PATHSEEKER, R REGRESSION - math.bas.bg
This paper presents an application of one of the latest regression methods–generalized
PathSeeker (GPS), stemming from the new generation of predictive techniques which use …