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learninG, pRocessing, And oPtimising shapES

Deliverables

Communication & public engagement plan

Comprehensive Communication and public engagement plan with special focus to industrial audiences

2nd research report on WP3: results and transfer

Report on first research results and how they may be relevant to industrial applications especially through our industrial member and partners

2nd research report on WP2: results and transfer

Report on first research results and how they may be relevant to industrial applications especially through our industrial member and partners

2nd research report on WP1: results and transfer

Report on first research results and how they may be relevant to industrial applications especially through our industrial member and partners

1st research report on WP2: state-of-the-art

Survey existing work and open problems and position the planned work within GRAPES to the stateoftheart and the major scientific and research prospects today

1st research report on WP1: state-of-the-art

Survey existing work and open problems and position the planned work within GRAPES to the stateoftheart and the major scientific and research prospects today

1st research report on WP3: state-of-the-art

Survey existing work and open problems and position the planned work within GRAPES to the stateoftheart and the major scientific and research prospects today

GRAPES Webportal

Comprehensive webportal presenting the ambition and vision of GRAPES in a manner understandable to nonspecialists Initially it will include the descriptions of the PhDprojects and the calls for the corresponding ESR positions Later it publishes announcements of the Networkwide events pointers to all publications public reports and benchmark data public talks video lectures and popularised material

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Publications

The Canny-Emiris conjecture for the sparse resultant

Author(s): D'Andrea, Carlos; Jeronimo, Gabriela; Sombra, Martin
Published in: 2020
Publisher: http://arxiv.org

A certified iterative method for isolated singular roots

Author(s): Mantzaflaris, Angelos; Mourrain, Bernard; Szanto, Agnes
Published in: 2020
Publisher: https://hal.archives-ouvertes.fr

End-to-End Intelligent Framework for Rockfall Detection

Author(s): Zoumpekas, Thanasis; Puig, Anna; Salamó, Maria; García-Sellés, David; Nuñez, Laura Blanco; Guinau, Marta
Published in: 1, 2021
Publisher: http://arxiv.org

Geometric Moment-Dependent Sensitivity Analysis for Shape Optimisation Without Simulation Data: Application to Ship Design

Author(s): Shahroz Khan, Panagiotis Kaklis, Andrea Serani, Matteo Diez
Published in: 2021
Publisher: SSRN
DOI: 10.2139/ssrn.3987061

Physics-Informed Feature-to-Feature Learning for Design-Space Dimensionality Reduction in Shape Optimisation

Author(s): Shahroz Khan, Andrea Serani, Matteo Diez and Panagiotis Kaklis
Published in: AIAA Scitech 2021 Forum, 2021, ISBN 9781624106095
Publisher: American Institute of Aeronautics and Astronautics Inc
DOI: 10.2514/6.2021-1235

Benchmarking Deep Learning Models on Point Cloud Segmentation

Author(s): Thanasis Zoumpekas, Guillem Molina, Maria Salamó, Anna Puig
Published in: Proceedings of the 23rd International Conference of the Catalan Association for Artificial Intelligence., 2021, Page(s) 335 - 344, ISBN 978-1-64368-211-2
Publisher: IOS Press
DOI: 10.3233/faia210152

Supporting Expensive Physical Models With Geometric Moment Invariants to Accelerate Sensitivity Analysis for Shape Optimisation

Author(s): Shahroz Khan, Panagiotis Kaklis, Andrea Serani and Matteo Diez
Published in: AIAA SCITECH 2022 Forum, 2021
Publisher: American Institute of Aeronautics and Astronautics, Inc.
DOI: 10.2514/6.2022-2093

Punctual Hilbert scheme and certified approximate singularities

Author(s): Angelos Mantzaflaris, Bernard Mourrain, Agnes Szanto
Published in: Proceedings of the 45th International Symposium on Symbolic and Algebraic Computation, 2020, Page(s) 336-343, ISBN 9781450371001
Publisher: ACM
DOI: 10.1145/3373207.3404024

Bounds for degrees of minimal mu bases of parametric surfaces

Author(s): Teresa Cortadellas, Carlos D'Andrea, and M. Eulàlia Montoro
Published in: Proceedings of the 45th International Symposium on Symbolic and Algebraic Computation, 2020, Page(s) 107–113, ISBN 9781450371001
Publisher: Association for Computing Machinery
DOI: 10.1145/3373207.3404039

Binary segmentation of medical images using implicit spline representations and deep learning

Author(s): Oliver J.D. Barrowclough, Georg Muntingh, Varatharajan Nainamalai, Ivar Stangeby
Published in: Computer Aided Geometric Design, 85, 2021, Page(s) 101972, ISSN 0167-8396
Publisher: Elsevier BV
DOI: 10.1016/j.cagd.2021.101972

From regional sensitivity to intra-sensitivity for parametric analysis of free-form shapes : application to ship design

Author(s): Shahroz Khan, Panagiotis Kaklis
Published in: Advanced Engineering Informatics, 49, 2021, Page(s) 101314, ISSN 1474-0346
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.aei.2021.101314

An intelligent framework for end‐to‐end rockfall detection

Author(s): Thanasis Zoumpekas; Anna Puig; Maria Salamó; David Garcı́a‐Sellés; Laura Blanco Nuñez; Marta Guinau
Published in: International Journal of Intelligent Systems, Volume 36, Issue 11, 2021, Page(s) 6471- 6502, ISSN 1098-111X
Publisher: Wiley Periodicals, LLC
DOI: 10.1002/int.22557

New shape control tools for rational Bézier curve design

Author(s): Andriamahenina Ramanantoanina, Kai Hormann
Published in: Computer Aided Geometric Design, 88, 2021, Page(s) 102003, ISSN 0167-8396
Publisher: Elsevier BV
DOI: 10.1016/j.cagd.2021.102003