Publications

Preprints of GRAPES technical reports, journal and conference papers, and open research data will be posted here.

 Author(s)TitleStatus
1Shahroz Khan, Andrea Serani, Matteo Diez, Panagiotis Kaklis Physics-Informed Feature-to-Feature Learning for Design-Space Dimensionality Reduction in Shape Optimisation
(Preprint)
published
2Carlos D'Andrea, Gabriela Jeronimo, Martin SombraThe Canny-Emiris conjecture for the sparse resultant
(Preprint)
submitted
3Cortadellas Benítez, Teresa; D'Andrea, Carlos; Montoro, EulàliaBounds for degrees of minimal mu-bases of parametric surfaces.
(Preprint)
published
4Angelos Mantzaflaris, Bernard Mourrain, Agnes SzantoPunctual Hilbert scheme and certified approximate singularities
(Preprint)
published
5Angelos Mantzaflaris, Bernard Mourrain, Agnes SzantoA certified iterative method for isolated singular roots
(Preprint)
submitted
6Andriamahenina Ramanantoanina, Kai HormannNew shape control tools for rational Bézier curve design
(Preprint)
published
7Oliver J.D. Barrowclough, Georg Muntingh, Varatharajan Nainamalai, Ivar StangebyBinary segmentation of medical images using implicit spline representations and deep learning
(Preprint)
published
8Thanasis Zoumpekas, Anna Puig, Maria Salamó, David Garcı́a-Sellés, Laura Blanco Nuñez, Marta GuinauAn intelligent framework for end-to-end rockfall detectionpublished
9 Thanasis Zoumpekas, Guillem Molina, Maria Salamó, Anna PuigBenchmarking Deep Learning Models on Point Cloud Segmentationpublished
10Thanasis Zoumpekas, Anna Puig, Maria Salamó, David Garcı́a-Sellés, Laura Blanco Nuñez, Marta Guinau End-to-End Intelligent Framework for Rockfall Detection.published
11Shahroz Khan, Panagiotis Kaklis, Andrea Serani, Matteo DiezSupporting Expensive Physical Models With Geometric Moment Invariants to Accelerate Sensitivity Analysis for Shape Optimisation.
(Preprint)
accepted for publication
12Shahroz Khan, Panagiotis KaklisFrom regional sensitivity to intra-sensitivity for parametric analysis of free-form shapes: Application to ship design.
(Preprint)
published
13Shahroz Khan, Panagiotis Kaklis, Andrea Serani, Matteo DiezGeometric Moment-Dependent Sensitivity Analysis for Shape Optimisation Without Simulation Data: Application to Ship Design.
(Preprint)
published
14 Thanasis Zoumpekas, Guillem Molina, Maria Salamó, Anna PuigCLOSED: A Dashboard for 3D Point Cloud Segmentation Analysis using Deep Learningpublished
15Laurent Busé, Pablo González-Mazón, Josef SchichoTrilinear birational maps in dimension threesubmitted

Acknowledgements / EU funding visibility

Any dissemination of results (in any form, including electronic) must:

  1. display the EU emblem and
  2. include the following text:
    • For communication activities: “This project has received funding from the European Union’s Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement No 860843”.
    • For infrastructure, equipment and major results: “This [infrastructure][equipment][insert type of result] is part of a project that has received funding from the European Union’s Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement No 860843”.

For more information on how to acknowledge EU funding see the : H2020 online manual