Data · dataset · 2023
Model-Driven Identification Framework for Optimal Constitutive Modelling from Kinematics and Rheological Arrangement
Listed in e-cienciaDatos
Machine Learning framework for generation of constitutive models capable of automatically identifying the optimal kinematics and rheological model.
Description
It consists of a multiphysics model-driven framework that optimally selects the most suitable model kinematics, its rheological components and their arrangement for a given set of experimental curves. Subsequently, it calibrates all the material constants belonging to such a model, independent of its complexity.
In its present form, the framework can directly work with hyperelastic, viscohyperelastic and magneto-viscohyperelastic materials. Copyright (C) 2023: Ernesto Gonzalez-Saiz, Daniel Garcia-Gonzalez If using this code for research or industrial purposes, please cite: "Ernesto Gonzalez-Saiz, D. Garcia-Gonzalez. Model-Driven Identification Framework for Optimal Constitutive Modelling from Kinematics and Rheological Arrangement.
Read the rest (1 more)
Computer Methods in Applied Mechanics and Engineering, 2023." To use the package, import the main folder (MATSIM).
Links
Where it is published
- Dataverse dataset page edatos.consorciomadrono.es/dataset.xhtml?persistentId=doi%3A10.5281%2FZENODO.8083338 ↗
landing page · from edatos consorciomadrono es
- DOI doi.org/10.5281/zenodo.8083338 ↗
DOI / persistent id · from edatos consorciomadrono es
Catalogue records · 1
- Dataverse API edatos.consorciomadrono.es/api/datasets/:persistentId/?persistentId=doi%3A10.5281%2FZENOD… ↗
metadata API · from edatos consorciomadrono es
Topics
- Inferred from text
- Numerical modelling and mechanical characterisation 76%
Provenance · 1 source records, 6 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| e-cienciaDatos | doi:10.5281/ZENODO.8083338 | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:field:401706 | enrichment · edatos consorciomadrono es | taxonomy-embedding@1.1.0 | title+keywords+description (76%) |
| created_date | source · edatos consorciomadrono es | connector:edatos_consorciomadrono_es@1.0.0 | |
| description | source · edatos consorciomadrono es | connector:edatos_consorciomadrono_es@1.0.0 | /description |
| publication_date | source · edatos consorciomadrono es | connector:edatos_consorciomadrono_es@1.0.0 | |
| title | source · edatos consorciomadrono es | connector:edatos_consorciomadrono_es@1.0.0 | /name |
| updated_date | source · edatos consorciomadrono es | connector:edatos_consorciomadrono_es@1.0.0 |