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

Información del proyecto

SynthAIR

Identificador del acuerdo de subvención: 101114847

DOI

10.3030/101114847

Fecha de la firma de la CE 15 Junio 2023

Fecha de inicio 1 Septiembre 2023

Fecha de finalización 28 Febrero 2026

Financiado con arreglo a

• Climate, Energy and Mobility

Coste total

€ 1 215 003,75

Aportación de la UE

€ 993 550,00

Coordinado por

SINTEF AS
Norway

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

Other (4)

"Initial generall time series embeddings ML model #1"

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

Final Synthetic data generation ML models

A set of final AI methods for synthetic data generation 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.

General time series embeddings ML model

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

Documents, reports (9)

General time series embeddings report

This document will describe experiments performed with the developed general time series embeddings models, the results, and implications.

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.

Synthetic data generation report

This document will describe the developed synthetic data generation model, experiments performed, results and implications with focus on use of synthetic data on downstream ML tasks.

"Updated version of the CDEP (#2)"

This deliverable will provide an updated version of the CDE (plan and report) at M24

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.