2nd g2net training school CA17137
Lecture Room 201
University of Malta Valletta Campus
CA17137 - A network for Gravitational Waves, Geophysics and Machine Learning
www.g2net.eu
The breakthrough discovery of gravitational waves on September 14, 2015 was made possible through synergy of techniques drawing from expertise in physics, mathematics, information science and computing. At present, there is a rapidly growing interest in Machine Learning (ML), Deep Learning (DL), classification problems, data mining and visualization and, in general, in the development of new techniques and algorithms for efficiently handling the complex and massive data sets found in what has been coined "Big Data", across a broad range of disciplines, ranging from Social Sciences to Natural Sciences. The rapid increase in computing power at our disposal and the development of innovative techniques for the rapid analysis of data will be vital to the exciting new field of Gravitational Wave (GW) Astronomy, on specific topics such as control and feedback systems for next-generation detectors, noise removal, data analysis and data-conditioning tools.The discovery of GW signals from colliding binary black holes (BBH) and the likely existence of a newly observable population of massive, stellar-origin black holes, has made the analysis of low-frequency GW data a crucial mission of GW science. The low-frequency performance of Earth-based GW detectors is largely influenced by the capability of handling ambient seismic noise suppression. This Cost Action aims at creating a broad network of scientists from four different areas of expertise, namely GW physics, Geophysics, Computing Science and Robotics, with a common goal of tackling challenges in data analysis and noise characterization for GW detectors.
Training School Objective
This training school is targeted towards scientists with expertise in Gravitational Wave Physics, Geophysics and Computing Science.
Lecture Modules:
- Signal Processing,
- Time Series Analysis,
- Machine Learning,
- Deep Learning,
- Gravitational Waves,
- Geophysics
Financial Support
Financial support is not available more.
Agata Trovato
Alberto Iess
Alejandro Torres Forne
Alessandro Staniscia
Ana Vranković
Anastasia Seifert
Andrea Chincarini
Andrei Utina
Andrew Miller
Antoine Depasse
Atousa Pournaghi
Carlo Giunchi
Christopher Zerafa
constantina nicolaou
Costantino Pacilio
Dario Jozinović
Denis Selimović
Eftim Zdravevski
Elena Cuoco
Emina Dzaferovic
Enrico Catalano
Fatih Özkaynak
Federico De Lillo
Filip Morawski
Francesca Badaracco
Francesco Di Renzo
Francesco Marangio
Franko Hržić
Gideon Koekoek
Goran Mitrov
Gregory Beroza
Grégory Baltus
Ingrid Vella
Ioannis Koutalios
Isabel Cordero-Carrión
Jade Powell
José Joaquín Moll Crespo
Kanita Karaduzovic-Hadziabdic
Krishna Khakurel
Luca Antiga
Luigia Petre
Mahmoud Elmasry
Mariah Zammit
Matteo Di Giovanni
Matthew Agius
Michael Gauci
Michal Bejger
Miquel Lluís Llorens Monteagudo
Miriam Rodríguez Sánchez
Mukharbek Organokov
Márcio Ferreira
Nunziato Sorrentino
Ondřej Zelenka
Ornella Juliana Piccinni
Osman Tayfun Bişkin
Rob Walet
Sebastiano Randino
Sonja Gaviano
Tomasz Bulik
Tomislav Andric
Umberto Giacomelli
Velimir Ilic
Vincent Boudart
Víctor Muñoz