Search Results - "Santos, Jesús Daniel"
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Convolutional Neural Networks Approach for Solar Reconstruction in SCAO Configurations
Published in Sensors (Basel, Switzerland) (14-05-2019)“…Correcting atmospheric turbulence effects in light with Adaptive Optics is necessary, since it produces aberrations in the wavefront of astronomical objects…”
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Wavefront Recovery for Multiple Sun Regions in Solar SCAO Scenarios with Deep Learning Techniques
Published in Mathematics (Basel) (01-04-2023)“…The main objective of an Adaptive Optics (AO) system is to correct the aberrations produced in the received wavefronts, caused by atmospheric turbulence. From…”
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Analysis of the Temporal Structure Evolution of Physical Systems with the Self-Organising Tree Algorithm (SOTA): Application for Validating Neural Network Systems on Adaptive Optics Data before On-Sky Implementation
Published in Entropy (Basel, Switzerland) (01-03-2017)“…Adaptive optics reconstructors are needed to remove the effects of atmospheric distortion in optical systems of large telescopes. The use of reconstructors…”
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Overview and Choice of Artificial Intelligence Approaches for Night-Time Adaptive Optics Reconstruction
Published in Mathematics (Basel) (01-06-2021)“…Adaptive optics (AO) is one of the most relevant systems for ground-based telescopes image correction. AO is characterized by demanding computational systems…”
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Fully Convolutional Approaches for Numerical Approximation of Turbulent Phases in Solar Adaptive Optics
Published in Mathematics (Basel) (01-07-2021)“…Information on the correlations from solar Shack–Hartmann wavefront sensors is usually used for reconstruction algorithms. However, modern applications of…”
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Defocused Image Deep Learning Designed for Wavefront Reconstruction in Tomographic Pupil Image Sensors
Published in Mathematics (Basel) (01-01-2021)“…Mathematical modelling methods have several limitations when addressing complex physics whose calculations require considerable amount of time. This is the…”
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Experience with Artificial Neural Networks Applied in Multi-object Adaptive Optics
Published in Publications of the Astronomical Society of the Pacific (01-10-2019)“…The use of artificial Intelligence techniques has become widespread in many fields of science, due to their ability to learn from real data and adjust to…”
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Magnetic shielding simulation for particle detection
Published in European physical journal plus (09-10-2023)“…Cherenkov-type particle detectors or scintillators use as a fundamental element photomultiplier tubes, whose efficiency decreases when subjected to the Earth’s…”
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Comparative Study of Neural Network Frameworks for the Next Generation of Adaptive Optics Systems
Published in Sensors (Basel, Switzerland) (02-06-2017)“…Many of the next generation of adaptive optics systems on large and extremely large telescopes require tomographic techniques in order to correct for…”
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10
A multivariate regression approach for identification of SNPs importance in prostate cancer
Published in Journal of experimental & theoretical artificial intelligence (02-11-2019)“…Nowadays, it is well-known that there are several genetic alterations that can be employed as genetic markers of prostate cancer (PCa). The use of single…”
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Influence of Residual Stresses and Their Relaxation on Giant Magnetoimpedance of CoFeSiB Metallic Glasses
Published in Japanese Journal of Applied Physics (01-07-2005)“…The magnetoimpedance effect in Co 69 Fe 4 Si 15 B 12 melt-spun amorphous ribbons was studied in the as-quenched state and after low-temperature relaxation…”
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Persistent neonatal hypoglycemia secondary to hyperinsulinism/hyperammonemia. Case report
Published in Revista de la Facultad de Medicina, Universidad Nacional de Colombia (01-10-2022)“…Introduction:Hyperinsulinism/hyperammonemia syndrome (HI/HA) is a rare genetic disease caused by the activation of mutations in the GLUD1 gene. It is…”
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Comparative study of Shack-Hartmann configurations for atmospheric turbulence reconstructions in solar adaptive optics
Published in Optics and lasers in engineering (01-11-2022)“…The correction of the phase variations induced by the atmospheric turbulence is one of the most complex problems that an Adaptive Optics (AO) System must deal…”
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Domain wall dynamics in Fe-rich glass covered amorphous microwires
Published in Physica status solidi. A, Applications and materials science (01-04-2009)“…The influence of glass covering on domain wall propagation in Fe65B15Si15C5 amorphous microwires is studied, before and after glass removal. High values of…”
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Journal Article Conference Proceeding -
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Compensating atmospheric turbulence with CNNs for defocused pupil image wavefront sensors
Published in Logic journal of the IGPL (01-04-2021)“…Abstract Adaptive optics are techniques used for processing the spatial resolution of astronomical images taken from large ground-based telescopes. In this…”
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Experience with Artificial Neural Networks Applied in Multi-object Adaptive Optics
Published in Publications of the Astronomical Society of the Pacific (01-11-2019)“…The use of artificial Intelligence techniques has become widespread in many fields of science, due to their ability to learn from real data and adjust to…”
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Journal Article -
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Thermal and magnetic field-induced martensite-austenite transition in Ni50.3Mn35.3Sn14.4 ribbons
Published in Applied physics letters (28-01-2008)“…Thermal and field-induced martensite-austenite transition was studied in melt spun Ni50.3Mn35.3Sn14.4 ribbons. Its distinct highly ordered columnarlike…”
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Martensitic phase transformation in rapidly solidified Mn50Ni40In10 alloy ribbons
Published in Applied physics letters (07-01-2008)“…Heusler alloy Mn50Ni40In10 was produced as preferentially textured ribbon flakes by melt spinning, finding the existence of martensitic-austenic transformation…”
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Hipoglucemia neonatal persistente secundaria a hiperinsulinismo/hiperamonemia. Reporte de casoneonatal persistente secundaria a hiperinsulinismo/hiperamonemia
Published in Revista de la Facultad de Medicina, Universidad Nacional de Colombia (2022)“…Introduction: Hyperinsulinism/hyperammonemia syndrome (HI/HA) is a rare genetic disease caused by the activation of mutations in the GLUD1 gene. It is…”
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