SyntAIr - IMPROVED ATM AUTOMATION AND SIMULATION THROUGH AI-BASED UNIVERSAL MODELS FOR SYNTHETIC DATA GENERATION

Informations projet

SynthAIR

N° de convention de subvention: 101114847

DOI

10.3030/101114847

Date de signature de la CE 15 Juin 2023

Date de début 1 Septembre 2023

Date de fin 28 Février 2026

Financé au titre de

• Climate, Energy and Mobility

Coût total

€ 1 215 003,75

Contribution de l’UE

€ 993 550,00

Coordonné par

SINTEF AS
Norway

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

Other (2)

"Initial generall time series embeddings ML model #1"

The initial general time series embeddings model will be open sourced.

"Initial Synthetic data generation ML models #1"

A set of initial AI methods for synthetic data generation will be open sourced.

Documents, reports (6)

Exploratory research plan (ERP)

The exploratory research plan describes the way in which one or more validation exercises or activities are to be prepared and executed in order to achieve the validation objectives of an Exploratory Research project.

Definition of use cases

This deliverable will provide a description of the five use cases considered in SynthAIr and of the related datasets.

Communication, Dissemination, Exploitation Plan (CDEP)

This document will describe the CDE strategy and detail the related activities, following a coordinated plan (the deliverable will be released at M3 with the plan, and during the project with intermediate and final results)

Concept outline

The concept outline defines the general approach to how to solve the challenges addressed in the project. The concept outline includes the hypotheses that will be tested in the project and the assumptions about its expected results according to the specific TRL.

"Updated version of the CDEP (#1)"

This deliverable will provide an updated version of the CDEP (plan and report) at M12

SoTA

This deliverable will provide a review of the state of the art for the five use cases considered in the project and of related to them modelling techniques

Data sets, microdata, etc (1)

Synthetic ATM dataset

A set of synthetic ATM dataset will be generated and published.