Deliverables Documents, reports (7) 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 Websites, patent fillings, videos etc. (1) 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 Publications Peer reviewed articles (15) Machine Learning-Based Rockfalls Detection with 3D Point Clouds, Example in the Montserrat Massif (Spain) Author(s): Laura Blanco; David García-Sellés; Marta Guinau; Thanasis Zoumpekas; Anna Puig; Maria Salamó; Oscar Gratacós; Josep Anton Muñoz; Marc Janeras; Oriol Pedraza Published in: Remote Sensing for Characterization, Monitoring and Early Warning of Natural and Engineered Slopes, Issue 4, 2022, ISSN 2072-4292 Publisher: Multidisciplinary Digital Publishing Institute (MDPI) DOI: 10.3390/rs14174306 Shape control tools for periodic Bézier curves Author(s): Andriamahenina Ramanantoanina; Kai Hormann Published in: Computer Aided Geometric Design, Issue 5, 2023, ISSN 0167-8396 Publisher: Elsevier BV DOI: 10.1016/j.cagd.2023.102193 G1-smooth Biquintic Approximation of Catmull-Clark Subdivision Surfaces Author(s): Michelangelo Marsala; Angelos Mantzaflaris; Bernard Mourrain Published in: Computer Aided Geometric Design, Issue 6, 2022, ISSN 0167-8396 Publisher: Elsevier BV DOI: 10.1016/j.cagd.2022.102158 Geometric Moment-Dependent Global Sensitivity Analysis without Simulation Data: Application to Ship Hull Form Optimisation Author(s): Shahroz Khan; Panagiotis Kaklis; Andrea Serani; Matteo Diez Published in: Computer-Aided Design, Issue 1, 2022, Page(s) 103339, ISSN 0010-4485 Publisher: Pergamon Press Ltd. DOI: 10.1016/j.cad.2022.103339 Shape-supervised Dimension Reduction: Extracting Geometry and Physics Associated Features with Geometric Moments Author(s): Shahroz Khan; Panagiotis Kaklis; Andrea Serani; Matteo Diez; Konstantinos Kostas Published in: Computer-Aided Design, Issue 8, 2022, ISSN 0010-4485 Publisher: Pergamon Press Ltd. DOI: 10.1016/j.cad.2022.103327 Using algebraic geometry to reconstruct a darboux cyclide from a calibrated camera picture Author(s): Hoxhaj, Eriola; Menjanahary, Jean Michel; Schicho, Josef Published in: Applicable Algebra in Engineering Communication and Computing, Issue 12, 2023, ISSN 1432-0622 Publisher: Springer Verlag DOI: 10.1007/s00200-023-00600-y Tri-linear birational maps in dimension three Author(s): Busé, Laurent; González-Mazón, Pablo; Schicho, Josef Published in: Mathematics of Computation, In press, Issue 3, 2023, Page(s) 1837-1866, ISSN 0025-5718 Publisher: American Mathematical Society DOI: 10.1090/mcom/3804 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, Issue 85, 2021, Page(s) 101972, ISSN 0167-8396 Publisher: Elsevier BV DOI: 10.1016/j.cagd.2021.101972 Tchebycheffian B-splines in isogeometric Galerkin methods Author(s): Krunal Raval; Carla Manni; Hendrik Speleers Published in: Computer Methods in Applied Mechanics and Engineering, Issue 403, 2023, Page(s) 115648, ISSN 0045-7825 Publisher: Elsevier BV DOI: 10.1016/j.cma.2022.115648 G1 spline functions for point cloud fitting Author(s): Michelangelo Marsala; Angelos Mantzaflaris; Bernard Mourrain Published in: Applied Mathematics and Computation, Issue 460, 2024, ISSN 0096-3003 Publisher: Elsevier BV DOI: 10.1016/j.amc.2023.128279 Rethinking Design and Evaluation of 3D Point Cloud Segmentation Models Author(s): Thanasis Zoumpekas; Maria Salamó; Anna Puig Published in: Remote Sensing - Special Issue Semantic Segmentation Algorithms for 3D Point Clouds, Issue 14 (23), 2022, Page(s) 6049, ISSN 2072-4292 Publisher: Multidisciplinary Digital Publishing Institute (MDPI) DOI: 10.3390/rs14236049 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, Issue 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, Issue 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, Issue 88, 2021, Page(s) 102003, ISSN 0167-8396 Publisher: Elsevier BV DOI: 10.1016/j.cagd.2021.102003 Machining tool identification utilizing temporal 3D point clouds Author(s): Thanasis Zoumpekas; Alexander Leutgeb; Anna Puig; Maria Salamó Published in: Journal of Intelligent Manufacturing, Issue 35, 2023, Page(s) 1221–1232, ISSN 0956-5515 Publisher: Kluwer Academic Publishers DOI: 10.1007/s10845-023-02093-5 Conference proceedings (9) How Does Agency Impact Human-AI Collaborative Design Space Exploration? A Case Study on Ship Design With Deep Generative Models Author(s): Khan, Shahroz; Kaklis, Panagiotis; Goucher-Lambert, Kosa Published in: International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, Issue Volume 3B: 49th Design Automation Conference (DAC), 2023, ISBN 978-0-7918-8731-8 Publisher: American Society of Mechanical Engineers DOI: 10.1115/detc2023-112570 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 PartNeRF: Generating Part-Aware Editable 3D Shapes without 3D Supervision Author(s): Tertikas, Konstantinos; Paschalidou, Despoina; Pan, Boxiao; Park, Jeong Joon; Uy, Mikaela Angelina; Emiris, Ioannis Z.; Avrithis, Yannis; Guibas, Leonidas Published in: CVPR 2023 - IEEE/CVF Conference on Computer Vision and Pattern Recognition, Issue 31, 2023, Page(s) 4466-4478, ISBN 979-8-3503-0130-4 Publisher: IEEE DOI: 10.1109/cvpr52729.2023.00434 Mixed subdivisions suitable for the greedy Canny-Emiris formula Author(s): Checa, Carles; Emiris, Ioannis Z. Published in: ISSAC '22: Proceedings of the 2022 International Symposium on Symbolic and Algebraic Computation, Issue 3, 2022, Page(s) 283–291, ISBN 9781450386883 Publisher: Association for Computing Machinery DOI: 10.1145/3476446.3536180 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 BPNet: B\'ezier Primitive Segmentation on 3D Point Clouds Author(s): Fu, Rao; Wen, Cheng; Li, Qian; Xiao, Xiao; Alliez, Pierre Published in: IJCAI 2023 - 32nd International Joint Conference on Artificial Intelligence, Issue 35, 2023, Page(s) 754-762 Publisher: International Joint Conferences on Artificial Intelligence Organization DOI: 10.24963/ijcai.2023/84 Other (4) 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: Issue 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 Searching for OpenAIRE data... 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