Critical review on the application of artificial intelligence techniques in the production of geopolymer-concrete
The need to employ technology that replaces traditional engineering methods which
generate gases that worsen our environment has emerged in an era of dwindling ecosystem …
generate gases that worsen our environment has emerged in an era of dwindling ecosystem …
Artificial intelligence approaches for prediction of compressive strength of geopolymer concrete
DV Dao, HB Ly, SH Trinh, TT Le, BT Pham - Materials, 2019 - mdpi.com
Geopolymer concrete (GPC) has been used as a partial replacement of Portland cement
concrete (PCC) in various construction applications. In this paper, two artificial intelligence …
concrete (PCC) in various construction applications. In this paper, two artificial intelligence …
Improving adaptive optics reconstructions with a deep learning approach
SL Suárez Gómez, C González-Gutiérrez… - … Intelligent Systems: 13th …, 2018 - Springer
The use of techniques such as adaptive optics is mandatory when performing astronomical
observation from ground based telescopes, due to the atmospheric turbulence effects. In the …
observation from ground based telescopes, due to the atmospheric turbulence effects. In the …
Experience with artificial neural networks applied in multi-object adaptive optics
SLS Gómez, C González-Gutiérrez… - Publications of the …, 2019 - iopscience.iop.org
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 complex models with ease …
science, due to their ability to learn from real data and adjust to complex models with ease …
Wavefront correction for adaptive optics with reflected light and deep neural networks
I Vishniakou, JD Seelig - Optics Express, 2020 - opg.optica.org
Light scattering and aberrations limit optical microscopy in biological tissue, which motivates
the development of adaptive optics techniques. Here, we develop a method for wavefront …
the development of adaptive optics techniques. Here, we develop a method for wavefront …
Comparative study of neural network frameworks for the next generation of adaptive optics systems
Many of the next generation of adaptive optics systems on large and extremely large
telescopes require tomographic techniques in order to correct for atmospheric turbulence …
telescopes require tomographic techniques in order to correct for atmospheric turbulence …
Analysis of the temporal structure evolution of physical systems with the self-organising tree algorithm (SOTA): application for validating neural network systems on …
SL Suárez Gómez, JD Santos Rodríguez… - Entropy, 2017 - mdpi.com
Adaptive optics reconstructors are needed to remove the effects of atmospheric distortion in
optical systems of large telescopes. The use of reconstructors based on neural networks has …
optical systems of large telescopes. The use of reconstructors based on neural networks has …
Analysing the performance of a tomographic reconstructor with different neural networks frameworks
Correction of atmospheric turbulences with the use of guide stars as reference, is one of the
most relevant issues of adaptive optics (AO). This is addressed with tomographic techniques …
most relevant issues of adaptive optics (AO). This is addressed with tomographic techniques …
Multi-frequency point source detection with fully convolutional networks: Performance in realistic microwave sky simulations
Context. Point source (PS) detection is an important issue for future cosmic microwave
background (CMB) experiments since they are one of the main contaminants to the recovery …
background (CMB) experiments since they are one of the main contaminants to the recovery …
Multi‐GPU Development of a Neural Networks Based Reconstructor for Adaptive Optics
C González-Gutiérrez, ML Sánchez-Rodríguez… - …, 2018 - Wiley Online Library
Aberrations introduced by the atmospheric turbulence in large telescopes are compensated
using adaptive optics systems, where the use of deformable mirrors and multiple sensors …
using adaptive optics systems, where the use of deformable mirrors and multiple sensors …