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EXPLAINABLE AI PIPELINES FOR BIG COPERNICUS DATA

Project description

Explainable AI pipelines for big Copernicus data

The EU-funded DeepCube project leverages advances in the fields of artificial intelligence (AI) and semantic web to unlock the potential of big data from Copernicus. DeepCube aims to address problems of high socio-environmental impact and enhance our understanding of Earth’s processes correlated with climate change. The project employs ICT technologies such as the Earth System Data Cube, the Semantic Cube, the Hopsworks platform, and a state-of-the-art visualisation tool, integrating them into an open interoperable platform that can be deployed in cloud infrastructures and high-performance computing. DeepCube will develop deep learning (DL) architectures that extend to non-conventional data, apply hybrid modelling for data-driven AI models that respect physical laws, and open up the DL black box with explainable AI and causality.

Call for proposal

H2020-SPACE-2020
See other projects for this call

Coordinator

ETHNIKO ASTEROSKOPEIO ATHINON
Address
Lofos Nymfon
11810 Athina
Greece
Activity type
Research Organisations
EU contribution
€ 627 750

Participants (8)

MAX-PLANCK-GESELLSCHAFT ZUR FORDERUNG DER WISSENSCHAFTEN EV
Germany
EU contribution
€ 748 793,75
Address
Hofgartenstrasse 8
80539 Munchen
Activity type
Research Organisations
UNIVERSITAT DE VALENCIA
Spain
EU contribution
€ 428 125
Address
Avenida Blasco Ibanez 13
46010 Valencia
Activity type
Higher or Secondary Education Establishments
LOGICAL CLOCKS AB
Sweden
EU contribution
€ 407 250
Address
Hagerstensvagen 239 C
129 35 Hagersten
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
ETHNIKO KAI KAPODISTRIAKO PANEPISTIMIO ATHINON
Greece
EU contribution
€ 291 562,50
Address
6 Christou Lada Str
10561 Athina
Activity type
Higher or Secondary Education Establishments
GAEL SYSTEMS
France
EU contribution
€ 353 125
Address
25 Rue Alfred Nobel Parc Descartes
77420 Champs-sur-marne
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
TRE ALTAMIRA SRL
Italy
EU contribution
€ 411 250
Address
Ripa Di Porta Ticinese 79
20143 Milano
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
INFALIA PRIVATE COMPANY
Greece
EU contribution
€ 237 500
Address
Vepe Tehnopoli 2Nd Floor
55535 Pilaia
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
MURMURATION
France
EU contribution
€ 494 331,25
Address
12 Avenue De L Europe
31520 Ramonville Saint Agne
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)