Robustness investigation of Artificial Neural Networks
Dnr:
NAISS 2026/4-240
Type:
NAISS Small
Principal Investigator:
Henrik Petersson
Affiliation:
Linköpings universitet
Start Date:
2026-04-07
End Date:
2027-05-01
Primary Classification:
20309: Solid and Structural Mechanics
Webpage:
Allocation
- Centre Storage at NSC: 500 GiB
- Tetralith at NSC: 5 x 1000 core-h/month
Abstract
Investigating robustness in artificial neural networks by estimation of cyclic life based on monotonic data using artificial neural networks
Main supervisor:
prof. Robert Eriksson
Division of Solid Mechanics
Department of Management and Engineering, IEI