UNcertainty quantification and modelling Bias Inhibition by means of an Agnostic Synergistic Exploitation of multi-fidelity Data

Project Information

UN-BIASED

Grant agreement ID: 101059320

DOI 10.3030/101059320

Project closed

EC signature date 13 June 2022

Start date 4 October 2022

End date 3 October 2024

Funded under

• Marie Skłodowska-Curie Actions (MSCA)

Total cost No data

EU contribution € 172 750,08

Coordinated by

POLITECNICO DI MILANO
Italy

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Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Documents, reports (1)

Communication, Dissemination & Outreach Plan

The plan describes the planned measures to maximize the impact of the project, including the dissemination and exploitation measures that are planned, and the target group(s) addressed. Regarding communication measures and public engagement strategy, the aim is to inform and reach out to society and show the activities performed, and the use and the benefits the project will have for citizens.

Data Management Plan (1)

Data Management Plan

The Data Management Plan describes the data management life cycle for all data sets that will be collected processed or generated by the action It is a document describing what data will be collected processed or generated and following what methodology and standards whether and how this data will be shared andor made open and how it will be curated and preserved

Publications

Conference proceedings (5)

Uncertainty Analysis of the Aerodynamic Performance of eVTOL Propellers via Reynolds Stress Tensor Perturbation

Author(s): Giulio Gori; Alex Zanotti
Published in: 2024
Publisher: ICAS

Turbulence Model Uncertainty Estimation via Monte Carlo Perturbation of the Reynolds Stress Tensor

Author(s): Giulio Gori
Published in: 2024
Publisher: NA

Multi-Fidelity Numerical Approach to Aeroacoustics of Tandem Propellers in eVTOL Airplane Mode

Author(s): Caccia, Francesco; Abergo, Luca; Savino, Alberto; Morelli, Myles; Zhou, Beckett Yx; Gori, Giulio; Zanotti, Alex; Gibertini, Giuseppe; Vigevano, Luigi; Guardone, Alberto
Published in: 2023
Publisher: AIAA
DOI: 10.2514/6.2023-3221

Physics-Constrained Deep Learning-Based Model for Non-Equilibrium Flows

Author(s): Monti, E.; Singh, N.; Sirignano, J.; Macart, J. F.; Panesi, M.; Gori, G.
Published in: 2024
Publisher: AIAA
DOI: 10.2514/6.2024-0654

Bayesian calibration of a low order aerodynamic model for the design of unconventional tail empennages

Author(s): Gori, Giulio; Davoli, Tommaso; Rausa, Andrea; Zanotti, Alex; Auteri, Franco; Guardone, Alberto
Published in: 2023
Publisher: AIAA
DOI: 10.2514/6.2023-4422