2nd Conference on Machine Learning for Gravitational Waves, Geophysics and Control Systems and 3rd g2net MC Meeting

Europe/Zagreb
P1&P2 Auditoria, Council Meeting Room (University of Rijeka, Faculty of Engineering)

P1&P2 Auditoria, Council Meeting Room

University of Rijeka, Faculty of Engineering

Vukovarska 58, 51000 Rijeka, Croatia
Description

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.


The 2nd Conference on Machine Learning for Gravitational Waves, Geophysics and Control Systems and 3rd g2net MC Meeting of the Cost Action CA17137 (http://www.g2net.eu/) will be hosted by the University of Rijeka, Faculty of Engineering (RITEH), from September 9th to September 12th (Monday to Thursday). The conference will be held on September 11th and September 12th (Wednesday and Thursday).

Chair: E. Cuoco
Scientific Committee: A. Appice, M. Bejger, I. Cordero, E. Cuoco, V. Ilić, J. Lerga, L. Longo, C. Messenger I. Štajduhar, A. Trovato
Organising Committee: L. Batistić, F. Hržić, J. Lerga, D. Selimović, I. Štajduhar, A. Vranković

This is the second event of the CA17137 (https://www.cost.eu/actions/CA17137), having the goal of establishing a network of scientists, bridging the gap between gravitational-wave physics, geophysics, and computer science, with a common goal of tackling challenges in data analysis and noise characterisation for gravitational-wave detectors using signal processing and machine learning.
The participation is limited to 200 participants. Registration is mandatory for active participants, and it will be open until September 1st. Unregistered attendees are also welcome. Event agenda, venue information and other details can be found at the following address: http://indico.riteh.hr/e/g2net

Additional information will be disclosed as it becomes available.
Rijeka is located on the shore of the Kvarner Gulf in the Adriatic Sea. The Faculty of Engineering (RITEH) of the University of Rijeka is a leading higher education, scientific and research institution in the field of engineering sciences in Croatia. Presently, it is a heaven for approximately 120 researchers and 2.300 students in mechanical engineering, naval engineering, electrical enginnering and computer science.


You will have to arrange your accommodation personally, and cover the expenses for travel, hotel and lunches/dinners (only Action Participants entitled to reimbursement will be able to ask for refund of expenses, in accordance to the COST Rules and Guidelines). There is no registration fee.

All information on the venue for the event is given in the "Venue Information" document attached. We suggest that you book your accommodation as soon as possible in one of the hotels in the nearby beautiful city of Opatija or in the very centre of Rijeka. Information on accommodation, arrivals and travels at the Faculty of Engineering from Opatija centre and Rijeka centre is given in the attached documents ("Living and travelling Information - Opatija" and "Living and travelling Information - Rijeka").

Participants
  • Agata Trovato
  • Alberto Iess
  • Alen Salkanović
  • alessio cirone
  • Alicia M Sintes
  • Ana Vranković
  • Andrea Andrijašević
  • Andrea Chincarini
  • Annalisa Appice
  • Anton Pavelić
  • Arian Skoki
  • Chris Messenger
  • Ciprian-Octavian Truica
  • Conor Muldoon
  • Cristina Mancarella
  • Danilo Jimenez Rezende
  • Dario Jozinović
  • Dejan Gjorgjevikj
  • Denis Selimović
  • Diego Sušanj
  • Domagoj Pinčić
  • Duarte Silva
  • Eftim Zdravevski
  • Elena Cuoco
  • Elena Gutuleac
  • Elena-Simona APOSTOL
  • Erik Smoljan
  • Ervin Kamenar
  • Fabio Bonsignorio
  • Filip Lipovac
  • Franko Hržić
  • Goran Mauša
  • Ik Siong Heng
  • Irina Albinsky
  • Isabel Cordero-Carrión
  • Isidora Stankovic
  • ismail kirbas
  • Iulian Secrieru
  • Ivan Erjavec
  • Ivan Markovinović
  • Ivan Štajduhar
  • Jasmina Djordjevic
  • Jonatan Lerga
  • Kristijan Lenac
  • Leon Lutenberger
  • Leordeanu Catalin
  • Loren Leskar
  • luca longo
  • Lucija Žužić
  • Luigia Petre
  • Luka Batistić
  • Marko Njirjak
  • Mauro Jurada
  • Mia Grgurić
  • Michał Bejger
  • Miloš Daković
  • Miquel Lluís Llorens Monteagudo
  • Márcio Ferreira
  • Natalia Korsakova
  • Nicoletta Saulig
  • Nikola Anđelić
  • Nikolaos Floropoulos
  • Nikolaos Stergioulas
  • Nives Ban
  • Peter Butka
  • Philippe Bacon
  • Robert Injac
  • Rodrigo Tenorio
  • Sabri PLLANA
  • Sandi Ljubić
  • Sasa Micanovic
  • Sonja Gaviano
  • Sorin Dragomir
  • Thomas Vuillaume
  • Timo Tiira
  • Tomasz Bulik
  • Vedran Jurdana
  • Vedran Mrzljak
  • Velimir Ilić
  • Vera Gradišnik
  • Viktor Sučić
  • Vladimir Rovenski
  • Zoran Šverko
    • 08:30 09:00
      Registration 30m Hall

      Hall

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
    • 09:00 09:15
      Meetings - welcome and introduction 15m P1 auditorium

      P1 auditorium

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
    • 09:15 10:45
      General meeting 1h 30m P1 auditorium

      P1 auditorium

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
    • 10:45 11:00
      Coffee break 15m Hall

      Hall

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
    • 11:00 12:30
      General meeting 1h 30m P1 auditorium

      P1 auditorium

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
    • 12:30 13:30
      Lunch break 1h Cantina

      Cantina

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
    • 13:30 15:15
      WG meetings 1h 45m P1&P2 auditoria, Faculty Council Meeting Room

      P1&P2 auditoria, Faculty Council Meeting Room

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
    • 15:15 15:30
      Coffee break 15m Hall

      Hall

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
    • 15:30 17:00
      WG meetings 1h 30m P1&P2 auditoria, Faculty Council Meeting Room

      P1&P2 auditoria, Faculty Council Meeting Room

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
    • 08:30 09:00
      Registration 30m Hall

      Hall

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
    • 09:00 09:30
      WG meetings 30m P1&P2 Auditoria, Council Meeting Room

      P1&P2 Auditoria, Council Meeting Room

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
    • 09:30 10:45
      MC meeting 1h 15m Faculty Council Meeting Room

      Faculty Council Meeting Room

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
    • 10:45 11:00
      Coffee break 15m Hall

      Hall

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
    • 11:00 12:30
      MC meeting 1h 30m Faculty Council Meeting Room

      Faculty Council Meeting Room

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
    • 12:30 13:30
      Lunch break 1h Cantina

      Cantina

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
    • 15:45 20:00
      General meeting and team building 4h 15m Gat Karoline Riječke (Rijeka)

      Gat Karoline Riječke

      Rijeka

      https://goo.gl/maps/Faj4HJbB7RKhtcK69
    • 08:30 09:00
      Registration 30m Hall

      Hall

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
    • 09:00 09:05
      Introduction 5m P1 auditorium

      P1 auditorium

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
      Speaker: Elena Cuoco (European Gravitational Observatory, Italy)
    • 09:05 09:35
      Application of machine learning for astrophysical gravitational wave searches 30m P1 auditorium

      P1 auditorium

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
      Speaker: Chris Messenger (University of Glasgow, United Kingdom)
    • 09:35 10:05
      The study of the seismic noise at the ET candidate sites 30m P1 auditorium

      P1 auditorium

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
      Speaker: Tomasz Bulik (Warsaw University Astronomical Observatory, Poland)
    • 10:05 10:45
      Time-frequency signal analysis 40m P1 auditorium

      P1 auditorium

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
      Speaker: Miloš Daković (University of Montenegro, Montenegro)
    • 10:45 11:00
      Coffee break 15m Hall

      Hall

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
    • 11:00 12:00
      AI at DeepMind 1h P1 auditorium

      P1 auditorium

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
      Speaker: Danilo J. Rezende (Google DeepMind)
    • 12:00 12:30
      GWOSC: Gravitational wave open science center 30m P1 auditorium

      P1 auditorium

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
      Speaker: Agata Trovato (Laboratory AstroParticle and Cosmology, France)
    • 12:30 13:30
      Lunch break 1h Cantina

      Cantina

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
    • 13:30 14:15
      Machine learning in discovery and measurement of the Higgs boson 45m P1 auditorium

      P1 auditorium

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
      Speaker: Ivica Puljak (University of Split - FESB, Croatia (&CERN,Switzerland))
    • 14:15 14:45
      Random Forest Method in Gamma Astronomy 30m P1 auditorium

      P1 auditorium

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
      Speaker: Saša Mićanović (University of Rijeka, Croatia)
    • 14:45 15:15
      Compressive sensing 30m P1 auditorium

      P1 auditorium

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
      Speaker: Isidora Stanković (Université Grenoble Alpes, France)
    • 15:15 15:30
      Coffee break 15m Hall

      Hall

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
    • 15:30 16:00
      Scalable auto-encoders for gravitational waves detection from time series data 30m P1 auditorium

      P1 auditorium

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
      Speaker: Eftim Zdravevski (University Ss. Cyril and Methodius Skopje, North Macedonia)
    • 16:00 16:30
      Newtonian noise subtraction with machine learning 30m P1 auditorium

      P1 auditorium

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
      Speaker: Alession Cirone (Istituto Nazionale Fisica Nucleare, Italy)
    • 16:30 17:00
      A convolutional denoising autoencoder for the detection of CBC signals 30m P1 auditorium

      P1 auditorium

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
      Speaker: Philippe Bacon (Laboratory AstroParticle and Cosmology, France)
    • 08:30 09:00
      Registration 30m Hall

      Hall

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
    • 09:00 10:00
      A multisensory fusion distributed robotic platform for GW detector noise characterization and low frequency geosismics applications 1h P1 auditorium

      P1 auditorium

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
      Speaker: Fabio Bonsignorio (Heron Robots, Italy)
    • 10:00 10:45
      Rapid prediction of earthquake ground shaking intensity using raw waveform data and a convolutional neural network 45m P1 auditorium

      P1 auditorium

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
      Speaker: Dario Jozinović (National Institute of Geophysics and Volcanology, Italy)
    • 10:45 11:00
      Coffee break 15m Hall

      Hall

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
    • 11:00 11:30
      Extracting useful information from time-frequency distributions of noisy signals 30m P1 auditorium

      P1 auditorium

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
      Speaker: Nicoletta Saulig (Juraj Dobrila University of Pula, Croatia)
    • 11:30 12:00
      Blind source separation 30m P1 auditorium

      P1 auditorium

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
      Speaker: Ivan Markovinović (University of Rijeka, Croatia)
    • 12:00 12:30
      ESCAPE project 30m P1 auditorium

      P1 auditorium

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
      Speaker: Thomas Vuillaume ( Laboratoire d’Annecy de Physique des Particules, France)
    • 12:30 12:35
      Closing word 5m P1 auditorium

      P1 auditorium

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
      Speaker: Elena Cuoco
    • 12:35 13:30
      Lunch break 55m Cantina

      Cantina

      University of Rijeka, Faculty of Engineering

      Vukovarska 58, 51000 Rijeka, Croatia
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