{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/190410434","title":"Data-driven Computing in Elasticity via Chebyshev Approximation","arxiv_id":"1904.10434","date":"2019-04-23","proceeding":null,"authors":["Rahul-Vigneswaran K","Neethu Mohan","Soman KP"],"abstract":"This paper proposes a data-driven approach for computing elasticity by means of a non-parametric regression approach rather than an optimization approach. The Chebyshev approximation is utilized for tackling the material data-sets non-linearity of the elasticity. Also, additional efforts have been taken to compare the results with several other state-of-the-art methodologies.","url_abs":"http://arxiv.org/abs/1904.10434v1","url_pdf":"http://arxiv.org/pdf/1904.10434v1.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"links_only","authors_date_abstract":"arXiv metadata, CC0 1.0 (https://info.arxiv.org/help/license), from the Kaggle arXiv metadata snapshot of 2026-09-12"},"code_links":[{"paper_slug":"190410434","repo_url":"https://github.com/rahulvigneswaran/Data-Driven-Computing-in-Elasticity-via-Chebyshev-Approximation","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":1,"framework":"none","reach":null},{"paper_slug":"190410434","repo_url":"https://github.com/rahulvigneswaran/Data-Driven-Computing-in-Elasticity-via-Chebyshev-Polynomial","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":1,"framework":"none","reach":null}],"tasks":[],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[{"leaderboard":"/sota/stress-strain-relation-on-non-linear","task":"Stress-Strain Relation","dataset":"Non-Linear Elasticity Benchmark","model":"Chebyshev Approximation","rank_in_archive_order":1,"of":4,"metrics":{"Time (ms)":"3.5"},"uses_additional_data":false}],"syntology":{"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}