Published July 21, 2023
| Version v1
Dataset
Open
NorSand4AI: A Comprehensive Triaxial Test Simulation Database for NorSand Constitutive Model Materials
Authors/Creators
- 1. Department of Civil and Environmental Engineering, University of Brasilia,Campus Universitário Darcy Ribeiro, SG12, Asa Norte. 70910-900, Brasilia-DF, Brazil
Description
Dataset of the homonymous paper: a first-of-its-kind database that addresses the size and complexity issues of creating synthetic datasets for nonlinear constitutive modeling of soils by simulating both drained and undrained triaxial tests of 2000 soil types, each subjected to 40 initial test configurations, resulting in a total of 160000 triaxial test results. Each simulation dataset comprises a 4000 by 10 matrix that can be used for general multivariate forecasting benchmarks, in addition to direct geotechnical and soil science applications.