StAnD: A Dataset of Linear Static Analysis Problems. (arXiv:2201.05356v1 [cs.LG])

Static analysis of structures is a fundamental step for determining the
stability of structures. Both linear and non-linear static analyses consist of
the resolution of sparse linear systems obtained by the finite element method.
The development of fast and optimized solvers for sparse linear systems
appearing in structural engineering requires data to compare existing
approaches, tune algorithms or to evaluate new ideas. We introduce the Static
Analysis Dataset (StAnD) containing 303.000 static analysis problems obtained
applying realistic loads to simulated …

analysis arxiv dataset