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Data · dataset · 2026

Data for: PerSiVal: deep neural networks for pervasive simulation of an activation-driven continuum-mechanical upper limb model

Listed in DaRUS

This dataset contains data needed to reproduce the results of the related publication on neural-network-based real-time prediction of surface deformation of the biceps under active contraction.

Description

This includes deep learning training data, sparse grid support data and the exact neural network models used in the publication. The architecture of said neural network and the details of how it was trained and subsequently tested are described in the related paper's methods section.

Further instructions on what script does what are given in the descriptions of each file in this dateset. If all downloaded and extracted into the same folder, the scripts are set up to load the data they need, when run.

Links

Where it is published

Catalogue records · 1

Topics

Inferred from text
Simulation 75%
Provenance · 1 source records, 13 field assertions
SourceKeyLast seenRaw
DaRUSdoi:10.18419/DARUS-379512 d agoJSON v1
FieldAssertionExtractorEvidence
concepts[field].anzsrc:field:420701mapping · darus uni stuttgart devocabulary-mapper@1.0.0keywords['Biomechanics']
concepts[field].dataverse_subject:computer-and-information-sciencesource · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0/subjects
concepts[field].dataverse_subject:medicine-health-and-life-sciencessource · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0/subjects
concepts[field].dataverse_subject:othersource · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0/subjects
concepts[field].local:field:life-sciencesmapping · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0/subjects
concepts[field].local:field:medicine-healthmapping · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0/subjects
concepts[method].local:method:simulationenrichment · darus uni stuttgart dekeyword-concept-rules@1.0.0title+description (75%)
created_datesource · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0
descriptionsource · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0/description
publication_datesource · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0
titlesource · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0/name
updated_datesource · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0
version_labelsource · darus uni stuttgart deconnector:darus_uni_stuttgart_de@1.0.0