{ "access": { "embargo": { "active": false, "reason": null }, "files": "public", "record": "public", "status": "open" }, "created": "2021-10-10T02:48:48.785663+00:00", "custom_fields": { "meeting:meeting": { "acronym": "IMR", "dates": "June 21-25, 2021", "place": "Virtual Conference", "title": "29th International Meshing Roundtable", "url": "https://www.internationalmeshingroundtable.com/" } }, "deletion_status": { "is_deleted": false, "status": "P" }, "files": { "count": 1, "enabled": true, "entries": { "03-Boussuge.pdf": { "checksum": "md5:e2e0d1c5312cb1a8f270c0495e38bf39", "ext": "pdf", "id": "4c88c9b0-21f0-4fe2-8824-193120f3cc76", "key": "03-Boussuge.pdf", "metadata": null, "mimetype": "application/pdf", "size": 3950340 } }, "order": [], "total_bytes": 3950340 }, "id": "5559223", "is_draft": false, "is_published": true, "links": { "access": "https://zenodo.org/api/records/5559223/access", "access_links": "https://zenodo.org/api/records/5559223/access/links", "access_request": "https://zenodo.org/api/records/5559223/access/request", "access_users": "https://zenodo.org/api/records/5559223/access/users", "archive": "https://zenodo.org/api/records/5559223/files-archive", "archive_media": "https://zenodo.org/api/records/5559223/media-files-archive", "communities": "https://zenodo.org/api/records/5559223/communities", "communities-suggestions": "https://zenodo.org/api/records/5559223/communities-suggestions", "doi": "https://doi.org/10.5281/zenodo.5559223", "draft": "https://zenodo.org/api/records/5559223/draft", "files": "https://zenodo.org/api/records/5559223/files", "latest": "https://zenodo.org/api/records/5559223/versions/latest", "latest_html": "https://zenodo.org/records/5559223/latest", "media_files": "https://zenodo.org/api/records/5559223/media-files", "parent": "https://zenodo.org/api/records/5559222", "parent_doi": "https://zenodo.org/doi/10.5281/zenodo.5559222", "parent_html": "https://zenodo.org/records/5559222", "requests": "https://zenodo.org/api/records/5559223/requests", "reserve_doi": "https://zenodo.org/api/records/5559223/draft/pids/doi", "self": "https://zenodo.org/api/records/5559223", "self_doi": "https://zenodo.org/doi/10.5281/zenodo.5559223", "self_html": "https://zenodo.org/records/5559223", "self_iiif_manifest": "https://zenodo.org/api/iiif/record:5559223/manifest", "self_iiif_sequence": "https://zenodo.org/api/iiif/record:5559223/sequence/default", "versions": "https://zenodo.org/api/records/5559223/versions" }, "media_files": { "count": 0, "enabled": false, "entries": {}, "order": [], "total_bytes": 0 }, "metadata": { "creators": [ { "affiliations": [ { "name": "CEA" } ], "person_or_org": { "family_name": "Boussuge", "given_name": "Flavien", "name": "Boussuge, Flavien", "type": "personal" } }, { "affiliations": [ { "name": "EDF Lab Paris-Saclay" } ], "person_or_org": { "family_name": "Marc", "given_name": "Rapha\u00ebl", "name": "Marc, Rapha\u00ebl", "type": "personal" } } ], "description": "
Although of great interest for Finite Element (FE) analysis, the automatic generation of a lower dimensional representation of shapes is not straightforward. One-dimensional (1D) mid-curve model contains entities such as lines, circles and more generally curves representing higher dimension entities like surfaces to be located in the middle of a thin-walled model following its shape. In this paper we present a novel approach to adapt a given medial axis of a polygon in order to generate a dimensionally reduced mid-curve model suitable for FE analysis. The novelty is to use a deep learning completion network [1] which is trained to automatically modify the perturbed regions of the medial axis (end and connection regions). The network takes as input a local image containing the polygon boundary, a mask of the regions to complete and the surrounding valid mid-curves. It returns a predicted mid-curve image which is inserted back into the global mid-curve model.
", "languages": [ { "id": "eng", "title": { "en": "English" } } ], "publication_date": "2021-10-09", "publisher": "Zenodo", "resource_type": { "id": "publication-conferencepaper", "title": { "de": "Konferenzbeitrag", "en": "Conference paper" } }, "rights": [ { "description": { "en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited." }, "icon": "cc-by-icon", "id": "cc-by-4.0", "props": { "scheme": "spdx", "url": "https://creativecommons.org/licenses/by/4.0/legalcode" }, "title": { "en": "Creative Commons Attribution 4.0 International" } } ], "subjects": [ { "subject": "dimensional reduction" }, { "subject": "mid-curve generation" }, { "subject": "machine learning" }, { "subject": "convolutional neural network" } ], "title": "Mid-Curve Completion Using Convolutional Neural Network" }, "parent": { "access": { "owned_by": { "user": 76941 } }, "communities": { "default": "6180b782-01c4-4e35-85e5-429e34a69481", "entries": [ { "access": { "member_policy": "open", "members_visibility": "public", "record_policy": "open", "review_policy": "open", "visibility": "public" }, "children": { "allow": false }, "created": "2021-10-05T22:25:57.478676+00:00", "custom_fields": {}, "deletion_status": { "is_deleted": false, "status": "P" }, "id": "6180b782-01c4-4e35-85e5-429e34a69481", "links": {}, "metadata": { "curation_policy": "Only submissions which were reviewed and accepted for the 29th International Meshing Roundtable, and where authors have signed and returned the license and copyright agreement to the program committee, will be posted on this page.
\r\n", "page": "This page hosts the Proceedings of the 29th International Meshing Roundtable ISBN 978-1-7334890-1-0. It includes a collection of original academic articles that have been peer reviewed by experts in the fields of meshing and computational geometry. Each work was presented as part of the program agenda for the 29th International Meshing Roundtable which was hosted as an online virtual event.
\r\n\r\nIn 1992, Sandia National Laboratories started the Meshing Roundtable as a small meeting of like-minded companies and organizations striving to establish a common focus for research and development in the field of mesh and grid generation. The International Meshing Roundtable has become recognized as an international focal point annually attended by researchers and developers from dozens of countries around the world.
\r\n\r\nThe International Meshing Roundtable continues to focus on bringing together researchers and developers from academia, national labs and industry in a stimulating, open environment to share technical information related to mesh generation and general pre-processing techniques. This Zenodo community page hosts the Proceedings of the 29th International Meshing Roundtable.
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