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AIDA SIGNED

Artificial Intelligence Data Analysis

Total Cost €

EC-Contrib. €

Partnership

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Outcomes and
results

AIDA project word cloud

Explore the words cloud of the AIDA project. It provides you a very rough idea of what is the project "AIDA" about.

missions networks detected learning flows hidden themselves space computer fourth enthusiasts mission selecting events reused brings exclude statistical thor free neural correlating expertise python ml innovation unlike written language form stored intelligence scientists single fastest heliophysics collecting competences wants assimilation connecting catalogs instance aidapp rely transformational community combine data esa ai deploy modern combining languages first algorithms science theory trained satellite extract replace shared platform source bridging tools students introduce synthetic database artificial human exploring virtual machine demonstrated industrial planning simulations pushes amateur coefficients statistics aidadb aida costly idl software

Project "AIDA" data sheet

The following table provides information about the project.

Coordinator	KATHOLIEKE UNIVERSITEIT LEUVEN Organization address address: OUDE MARKT 13 city: LEUVEN postcode: 3000 website: www.kuleuven.be contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.
Coordinator Country	Belgium [BE]
Total cost	1˙499˙690 €
EC max contribution	1˙499˙690 € (100%)
Programme	1. H2020-EU.2.1.6.3. (Enabling exploitation of space data)
Code Call	H2020-COMPET-2017
Funding Scheme	RIA
Starting year	2018
Duration (year-month-day)	from 2018-09-01 to 2021-08-31

Partnership

Take a look of project's partnership.

#	participants	country	role	EC contrib. [€]
1	KATHOLIEKE UNIVERSITEIT LEUVEN KATHOLIEKE UNIVERSITEIT LEUVEN Organization address address: OUDE MARKT 13 city: LEUVEN postcode: 3000 website: www.kuleuven.be contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	BE (LEUVEN)	coordinator	432˙500.00
2	SYSTHMATA YPOLOGISTIKIS ORASHS IRIDA LABS AE SYSTHMATA YPOLOGISTIKIS ORASHS IRIDA LABS AE Organization address address: MAGOULA city: RIO postcode: 26500 website: www.iridalabs.gr contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	EL (RIO)	participant	250˙000.00
3	STICHTING NEDERLANDSE WETENSCHAPPELIJK ONDERZOEK INSTITUTEN STICHTING NEDERLANDSE WETENSCHAPPELIJK ONDERZOEK INSTITUTEN Organization address address: WINTHONTLAAN 2 city: UTRECHT postcode: 3526 KV website: www.fom.nl contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	NL (UTRECHT)	participant	219˙190.00
4	CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS Organization address address: RUE MICHEL ANGE 3 city: PARIS postcode: 75794 website: www.cnrs.fr contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	FR (PARIS)	participant	158˙250.00
5	UNIVERSITA DELLA CALABRIA UNIVERSITA DELLA CALABRIA Organization address address: VIA PIETRO BUCCI 7/11/B city: ARCAVACATA DI RENDE postcode: 87036 website: www.unical.it contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IT (ARCAVACATA DI RENDE)	participant	150˙000.00
6	CINECA CONSORZIO INTERUNIVERSITARIO CINECA CONSORZIO INTERUNIVERSITARIO Organization address address: VIA MAGNANELLI 6/3 city: CASALECCHIO DI RENO BO postcode: 40033 website: www.cineca.it contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IT (CASALECCHIO DI RENO BO)	participant	128˙750.00
7	UNIVERSITA DI PISA UNIVERSITA DI PISA Organization address address: LUNGARNO PACINOTTI 43/44 city: PISA postcode: 56126 website: www.unipi.it contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IT (PISA)	participant	121˙000.00
8	SPACE CONSULTING INTERNATIONAL LLC SPACE CONSULTING INTERNATIONAL LLC Organization address address: 26 ROSS ROAD city: DURHAM NH postcode: 3824 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	US (DURHAM NH)	participant	40˙000.00

Map

Project objective

AIDA brings a transformational innovation to the analysis of heliophysics data in four steps.

First, AIDA will develop a new open source software called AIDApp written in Python (a free language) and capable of collecting, combining and correlating data from different space missions. AIDApp wants to replace mission-specific tools written for costly languages (such as IDL) that exclude many scientists, students and amateur space enthusiasts from exploring the data, with a much-needed single platform where methods are shared and continuously improved by the whole community.

Second, AIDA will introduce modern data assimilation, statistical methods and machine learning (ML) to heliophysics data processing. Unlike traditional methods based on human expertise, these methods rely on statistics and information theory to extract features that are hidden in the data.

Third, AIDA will combine real data from space missions with synthetic data from simulations developing a virtual satellite component for AIDApp. This feature will be demonstrated in the comparison with existing mission data and in the planning of new missions (e.g. ESA’s THOR).

Fourth, AIDA will deploy in AIDApp methods of Artificial Intelligence (AI) to analyse data flows from heliophysics missions. This task requires bridging together competences in computer science and in heliophysics and pushes well beyond the current state of the art in space data analysis, connecting space researchers with AI, one of the fastest growing trends in modern science and industrial development.

AIDA will use the new AIDApp in selecting key heliophysics problems to produce a database (AIDAdb) of new high-level data products that include catalogs of features and events detected by ML and AI algorithms. Moreover, many of the AI methods developed in AIDA will themselves represent higher-level data products, for instance in the form of trained neural networks that can be stored and reused as a database of coefficients.

Deliverables

List of deliverables.
Report on the identification of numerical simulations to analyze and on the collection of data by virtual spacecraft	Documents, reports	2020-03-11 14:41:23
Graphic image, dissemination and outreach plan	Websites, patent fillings, videos etc.	2020-03-11 14:41:24
Minutes of the 1st Advisory Board meeting	Documents, reports	2020-03-11 14:41:28
Data Management Plan version 1.0	Open Research Data Pilot	2020-03-11 14:41:27
Report on application of DA techniques to OpenGGCM	Documents, reports	2020-03-11 14:41:24

Take a look to the deliverables list in detail: detailed list of AIDA deliverables.

Publications

List of publications.
year	authors and title	journal	last update
2019	JÃ©rÃ©my Dargent, Federico Lavorenti, Francesco Califano, Pierre Henri, Francesco Pucci, Silvio S. Cerri Interplay between Kelvinâ€“Helmholtz and lower-hybrid drift instabilities published pages: 1/19, ISSN: 0022-3778, DOI: 10.1017/s0022377819000758	Journal of Plasma Physics 85/6	2020-02-19
2020	Romain Dupuis, Martin V. Goldman, David L. Newman, Jorge Amaya, Giovanni Lapenta Characterizing Magnetic Reconnection Regions Using Gaussian Mixture Models on Particle Velocity Distributions published pages: 22, ISSN: 1538-4357, DOI: 10.3847/1538-4357/ab5524	The Astrophysical Journal 889/1	2020-02-19
2019	Oreste Pezzi, Giulia Cozzani, Francesco Califano, Francesco Valentini, Massimiliano Guarrasi, Enrico Camporeale, Gianfranco Brunetti, Alessandro RetinÃ², Pierluigi Veltri ViDA: a Vlasovâ€“DArwin solver for plasma physics at electron scales published pages: 1/25, ISSN: 0022-3778, DOI: 10.1017/s0022377819000631	Journal of Plasma Physics 85/5	2020-02-19
2019	Francesco Pecora, Francesco Pucci, Giovanni Lapenta, David Burgess, Sergio Servidio Statistical Analysis of Ions in Two-Dimensional Plasma Turbulence published pages: , ISSN: 0038-0938, DOI: 10.1007/s11207-019-1507-6	Solar Physics 294/9	2019-09-16
2019	Olga Malandraki, Olga Khabarova, Roberto Bruno, Gary P. Zank, Gang Li, Bernard Jackson, Mario M. Bisi, Antonella Greco, Oreste Pezzi, William Matthaeus, Alexandros Chasapis Giannakopoulos, Sergio Servidio, Helmi Malova, Roman Kislov, Frederic Effenberger, Jakobus le Roux, Yu Chen, Qiang Hu, N. Eugene Engelbrecht Current Sheets, Magnetic Islands, and Associated Particle Acceleration in the Solar Wind as Observed by Ulysses near the Ecliptic Plane published pages: 116, ISSN: 0004-637X, DOI: 10.3847/1538-4357/ab289a	The Astrophysical Journal 881/2	2019-09-16
2019	E. Camporeale The Challenge of Machine Learning in Space Weather: Nowcasting and Forecasting published pages: , ISSN: 1542-7390, DOI: 10.1029/2018sw002061	Space Weather	2019-09-04
2019	Leonardo Primavera, Francesco Malara, Sergio Servidio, Giuseppina Nigro, Pierluigi Veltri Parametric Instability in Two-dimensional AlfvÃ©nic Turbulence published pages: 156, ISSN: 0004-637X, DOI: 10.3847/1538-4357/ab29f5	The Astrophysical Journal 880/2	2019-09-16

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