Research database

ML4FatigueDesign - Fatigue of advanced materials: a statistical software for automated data analysis

12 months (2021 - 2022)
Principal investigator(s):
Project type:
Corporate-funded and donor-funded research
Funding body:
Project identification number:
PoliTo role:
Sole Contractor


The present project deals with the structural integrity of advanced materials for lightweight design subjected to fatigue loads. The objective is to define an innovative and standardized statistical methodology for reliably assessing the fatigue properties of advanced materials for lightweight design. The second objective is to develop a software for the automated statistical analysis of the fatigue data, providing the material properties needed for the simulations and for the design of components.

People involved



ERC sectors

PE8_7 - Mechanical and manufacturing engineering (shaping, mounting, joining, separation)
PE8_8 - Materials engineering (metals, ceramics, polymers, composites, etc.)

Sustainable Development Goals

Obiettivo 12. Garantire modelli sostenibili di produzione e di consumo


Total cost: € 27,000.00
Total contribution: € 27,000.00
PoliTo total cost: € 27,000.00
PoliTo contribution: € 27,000.00