Program

Monday April 7th

Morning Session

 

8:00 - 9:00 Registration
9:00 - 9:15 Analía Smith Castelli
Welcome Words
9:15 - 10:15 Claudia Mendes de Oliveira
Introduction to S-PLUS (Lecture)
10:15 - 10:45 Coffee Break and Posters
10:45 - 11:45 Gustavo B. Oliveira Schwarz
State of the Art of Data in Astronomy: A Walkthrough (Lecture)
11:45 - 12:45 Liliane Nakazono 
Introduction to Data Science concepts (Lecture)
12:45 - 14:00
Lunch

 

Afternoon Session

 

14:00 - 15:00 Liliane Nakazono
Introduction to machine learning concepts and algorithms (Lecture)
15:00 - 16:00 Felipe de Almeida Fernandes and Gabriel Teixeira
Application for stellar astronomy (Hands-on Session)
16:00 - 16:30 Coffee Break and Posters
16:30 - 17:30 Felipe de Almeida Fernandes
Applications for extragalactic astronomy (Hands-on Session)

 

Tuesday April 8th

Morning Session

 

9:00 - 10:00 Nina S. T. Hirata
Introduction to deep learning: neural networks (Lecture)
10:00 - 10:30 Coffee Break and Posters
10:30 - 11:30 Nina S. T. Hirata
Introduction to computer vision techniques with deep learning: convolutional neural networks (Lecture)
11:30 - 12:30 Gustavo Schwarz, Natanael Cardoso and Liliane Nakazono
Machine learning applications with tabular data in Astronomy. (Hands-on Session)
12:30 - 14:00 Lunch

 

Afternoon Session

 

14:00 - 15:00 Clecio R. de Bom
Introduction to astronomical data analysis using machine learning and deep learning (Lecture)
15:00 - 16:00 Clecio R. de Bom
Deep learning architectures: concepts and applications in Astronomy (Lecture)
16:00 - 16:30 Coffee Break and Posters
16:30 - 17:30 Natanael Cardoso
Advanced topics in deep learning applications in Astronomy (Lecture)
17:30 - 18:30 Gabriel Teixeira and Natanael Cardoso 
Deep learning applications with S-PLUS images (Hands-on Session)

 

 

Wednesday April 9th

Morning Session

 

9:00 - 9:45 Claudia Mendes de Oliveira
The GMT and its perspectives for instrumentation development (Invited Talk)
9:45 - 10:30 Clecio R. de Bom
 The new era of Multimessenger Astrophysics (Invited Talk)
10:30 - 11:00 Coffee Break and Posters
11:00 - 11:45 Mariano Domínguez (IATE, Cordoba, Argentina)
The LSST - what it will bring for Argentina (Invited Talk)
11:45 - 12:30 Luciano Garcia (Argentinian Gemini Office)
Synergy between Gemini and Large Surveys (Invited Talk)
12:30 - 14:00 Lunch

 

Afternoon Session

 

14:00 - 15:00 Laerte Sodré Jr.
Bayesian Methods in Data Science (Lecture)
15:00 - 16:00 Laerte Sodré Jr.
Bayesian Methods in Data Science (Lecture II)
16:00 - 16:30 Coffee Break and Posters
16:30 - 17:30 Bernardo Fraga
Transients (Lecture)
17:30 - 18:30 Bernardo Fraga
Transients (Lecture + Hands-on Session)
18:30 - 18:40 Closing of the XI LAPIS