80 citations · 193 across the 6 of their papers we have counts for
6 papers
The Impact of Feature Scaling In Machine Learning: Effects on Regression and Classification Tasks
João Manoel Herrera Pinheiro, Suzana Vilas Boas de Oliveira, Thiago Henrique Segreto Silva +5
This research addresses the critical lack of comprehensive studies on feature scaling by systematically evaluating 12 scaling techniques - including several less common transformat…
Hollow Bessel beams for guiding atoms between vacuum chambers: A proposal and efficiency study
Dalila Rivero, Vinicius S. de Angelis, Camila Beli +3
We explore a scheme for guiding cold atoms through a hollow Bessel beam generated by a single axicon and a lens from a 2D magneto-optical trap toward a science chamber. We compare…
Experimental optical trapping of micro-particles with Frozen Waves
Rafael A. B. Suarez, Antonio A. R. Neves, Marcos R. R. Gesualdi +2
This work presents the first optical trapping experimental demonstration of micro-particles with Frozen Waves. Frozen Waves are an efficient method to model longitudinally the inte…
Diffraction Resistant Scalar Beams Generated by a Parabolic Reflector and a Source of Spherical Waves
Michel Zamboni-Rached, Mariana Carolina de Assis, Leonardo A. Ambrosio
In this work, we propose the generation of diffraction resistant beams by using a parabolic reflector and a source of spherical waves positioned at a point slightly displaced from…
Non-Diffracting Waves: A new introduction
E. Recami, M. Zamboni-Rached, H. E. Hernandez-Figuera +1
This work deals with exact solutions to the wave equations. We start by introducing the Non-Diffracting Waves (NDW), and by a definition of NDWs. Afterwards we recall -besides ordi…
Diffraction-Attenuation Resistant Beams: their Higher Order Versions and Finite-Aperture Generations
Michel Zamboni-Rached, Leonardo André Ambrósio, Hugo Hernández Figueroa
Recently, a method for obtaining diffraction-attenuation resistant beams in absorbing media was developed through suitable superposition of ideal zero-order Bessel beams. In this w…