[:en][three_fourth last=»no» spacing=»yes» center_content=»no» hide_on_mobile=»no» background_color=» background_image=» background_image=»» background_repeat=»no-repeat» background_position=»left top» hover_type=»none» link=»» border_position=»all» border_size=»0px» border_color=» border_style=» border_style=»» padding=» margin_top=» margin_top=»» margin_bottom=» animation_type=» animation_type=»» animation_direction=»» animation_speed=»0.1″ animation_offset=» class=» class=»» id=»»][fusion_text]My name is Nicolás Astorga, I am an undergraduate student at the University of Chile. I entered 2013 to later integrate into the specialty of Electrical Engineering, the Bachelor of Computer Science and the Bachelor of Mechanical Engineering.
In 2017 and part of 2018 I worked in the SRMI Lab, a Mechanical Engineering laboratory focused on equipment maintenance. There I have mainly researched Deep Markov Models, models of neural networks that serve as an approach to a Bayesian filter to be able to integrate the physics that govern the processes.
Since the beginning of 2016 and until now I have researched in the Computational Intelligence Laboratory in the Department of Electrical Engineering of the University of Chile working mainly with Pablo Huijse and Pablo Estévez. Here I have studied semi-supervised learning algorithms applied to curves of the VVV survey, my last efforts have been concentrated in unsupervised applications using generative models like Variational Autoencoders for the clustering of transient candidates.
Research Interest:
- Transient Candidates
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[/fusion_text][/three_fourth][one_fourth last=»yes» spacing=»yes» center_content=»no» hide_on_mobile=»no» background_color=»» background_image=»» background_repeat=»no-repeat» background_position=»left top» hover_type=»none» link=»» border_position=»all» border_size=»0px» border_color=»» border_style=»» padding=»» margin_top=»» margin_bottom=»» animation_type=»» animation_direction=»» animation_speed=»0.1″ animation_offset=»» class=»» id=»»][person name=»Nicolás Astorga Rocha» title=»» picture=»http://www.astrofisicamas.cl/wp-content/uploads/2017/08/blank-300×240.jpg» pic_link=»» linktarget=»_self» pic_style=»none» hover_type=»none» background_color=»» content_alignment=»» pic_style_color=»» pic_bordersize=»» pic_bordercolor=»» pic_borderradius=»» icon_position=»» social_icon_boxed=»» social_icon_boxed_radius=»» social_icon_color_type=»» social_icon_colors=»» social_icon_boxed_colors=»» social_icon_tooltip=»» email=»pablo.huijse@gmail.com» facebook=»» twitter=»» instagram=»» dribbble=»» google=»» linkedin=»» blogger=»» tumblr=»» reddit=»» yahoo=»» deviantart=»» vimeo=»» youtube=»» pinterest=»» rss=»» digg=»» flickr=»» forrst=»» myspace=»» skype=»» paypal=»» dropbox=»» soundcloud=»» vk=»» xing=»» show_custom=»no» class=»» id=»»]E-mail: niko.bkn1994@hotmail.com[/person][/one_fourth][:es][three_fourth last=»no» spacing=»yes» center_content=»no» hide_on_mobile=»no» background_color=» background_image=» background_image=»» background_repeat=»no-repeat» background_position=»left top» hover_type=»none» link=»» border_position=»all» border_size=»0px» border_color=» border_style=» border_style=»» padding=» margin_top=» margin_top=»» margin_bottom=» animation_type=» animation_type=»» animation_direction=»» animation_speed=»0.1″ animation_offset=» class=» class=»» id=»»][fusion_text]Mi nombre es Nicolás Astorga, soy estudiante de pregrado en la Universidad de Chile. Ingresé el 2013 para posteriormente integrarme a la especialidad de Ing. Eléctrica y a las Licenciaturas de Computación y Mecánica.
El 2017 y parte del 2018 he trabajado en el SRMI Lab, laboratorio de Ing. Mecánica enfocado al mantenimiento de equipos. Aquí he investigado principalmente Deep Markov Models, modelos de redes neuronales que sirven como acercamiento a un filtro bayesiano para poder integrar la física que rige los procesos.
Desde comienzos del 2016 y hasta la actualidad he investigado en el Laboratorio de Inteligencia Computacional en el Departamento de Ing. Eléctrica de la Universidad de Chile trabajando principalmente con Pablo Huijse y Pablo Estévez. Aquí he estudiado algoritmos de aprendizaje semisupervisado aplicados a curvas del VVV survey, mis últimos esfuerzos se han concentrado en aplicaciones no supervisadas utilizando modelos generativos como Variational Autoencoders para el agrupamiento de candidatos a transiente.
Research Interests:
- Candidatos a transientes
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[/fusion_text][/three_fourth][one_fourth last=»yes» spacing=»yes» center_content=»no» hide_on_mobile=»no» background_color=»» background_image=»» background_repeat=»no-repeat» background_position=»left top» hover_type=»none» link=»» border_position=»all» border_size=»0px» border_color=»» border_style=»» padding=»» margin_top=»» margin_bottom=»» animation_type=»» animation_direction=»» animation_speed=»0.1″ animation_offset=»» class=»» id=»»][person name=»Nicolás Astorga Rocha» title=»» picture=»http://www.astrofisicamas.cl/wp-content/uploads/2017/08/blank-300×240.jpg» pic_link=»» linktarget=»_self» pic_style=»none» hover_type=»none» background_color=»» content_alignment=»» pic_style_color=»» pic_bordersize=»» pic_bordercolor=»» pic_borderradius=»» icon_position=»» social_icon_boxed=»» social_icon_boxed_radius=»» social_icon_color_type=»» social_icon_colors=»» social_icon_boxed_colors=»» social_icon_tooltip=»» email=»pablo.huijse@gmail.com» facebook=»» twitter=»» instagram=»» dribbble=»» google=»» linkedin=»» blogger=»» tumblr=»» reddit=»» yahoo=»» deviantart=»» vimeo=»» youtube=»» pinterest=»» rss=»» digg=»» flickr=»» forrst=»» myspace=»» skype=»» paypal=»» dropbox=»» soundcloud=»» vk=»» xing=»» show_custom=»no» class=»» id=»»]E-mail: niko.bkn1994@hotmail.com[/person][/one_fourth][:]
