Data-Driven Bioinspired Design of Fatigue Super-Resistant Structures: learning by Nature and Flying into the future

ERC (European Research Council)HORIZON-ERCID: 101093897
EC Contribution
€24,998
Consortium Size
1 orgs
Start Year
2023
Summary

Biological material science is a new research topic at the interface of biology and physical science, having a common ground in chemistry, physics, mechanics and engineering. During their evolution, biological materials have developed a unique combination of properties to fulfil specific functions through a series of ingenious and distinctive design elements, evident in different systems created by nature. As an example, butterfly wings have an extraordinary combination of lightness, durability and iridescence. We have merely scratched the surface of this knowledge. Exploring the basis of the unique performance of natural and biological materials, a material science perspective has been widely adopted. However, the study of natural systems considering a structural perspective is still at its early stage and, up to now, we have not fully taken advantage of this potentially unique and immense source of design inspiration, especially in the field of structural integrity and fatigue design. ButterFly is aimed to fill this gap in knowledge making a ground-breaking jump towards bioinspired fatigue design. Fatigue is in fact the most ubiquitous mode of fracture accounting for more than 80% of all in service failures in structural components; however, available design approaches are still deterministic and uselessly repetitive. ButterFly will, for the first time, develop a novel and reliable mechanistic approach able to capture the salient design principles allowing long-term durability of natural systems and will transfer this new fundamental knowledge to design fatigue super-resistant structures. Building upon promising results from my research group, I am convinced that ButterFly will induce an utterly new paradigm-shift in fatigue design inspired by Nature with a considerable impact on industrial design practice, paving the way to a new era of smart and fully optimized fatigue design.

Consortium (1)

Project Results (8)

Source: CORDIS, the EU research results database.

Publications (8)
Blunt and sharp notches: Revisiting the limit notch radius via the averaged SED method and validating it against a wide fatigue strength reduction database
International Journal of Fatigue· 2026DOI
Pietro Foti, Michele Zappalorto, Filippo Berto
Fatigue and Fracture Behavior in Advanced Layer‐Level SS316L‐17‐4PH Multi‐Material Fabrication via Powder Bed Fusion—Laser Beam
Fatigue & Fracture of Engineering Materials & Structures· 2026DOI
Vito Errico, Pietro Foti, Sabina Luisa Campanelli, Filippo Berto
Fatigue life prediction of multi jet fusion-manufactured polyamide12 lattice structures using the average strain energy density method
International Journal of Fatigue· 2026DOI
Raffaele De Biasi, Lorenzo Romanelli, Ciro Santus, Matteo Perini, Filippo Berto, Matteo Benedetti
Methodologies developed for dataset preparation and the interpretability of machine learning algorithms used for the prediction of crack growth rate
Results in Engineering· 2026DOI
Danilo Antonello Renzo, Marcello Laurenti, Pietro Foti, Matteo Benedetti, Jacopo Tirillò, Filippo Berto
Compensated beam model for efficient and accurate FE elastic simulation of strut-based lattice structures
Materials & Design· 2025DOI
Raffaele De Biasi, Mohammad Salman Yasin, Matteo Perini, Matteo Benedetti, Filippo Berto
Metal additive manufacturing of lattice-based orthopedic implants: A comprehensive review of requirements and design strategies
Materials Science and Engineering: R: Reports· 2025DOI
Melika Babaei, Simone Murchio, Lorena Emanuelli, Raffaele De Biasi, Luigi Branca Vergano, Roberto Giuliani, Shuya Tian, Marie-Luise Wille, Filippo Berto, Massimo Pellizzari, Matteo Benedetti
Predicting the mechanical behavior in FDM printing of biopolymers through boosting artificial neural networks
Materials & Design· 2025DOI
M. Laurenti, I. Bavasso, E. Palazzi, J. Tirillò, F. Sarasini, F. Berto
Towards standardization of tensile testing for strut-based lattices using compensated beam modeling and strain-energy-based optimization
Materials & Design· 2025DOI
Nikodmose Moges Gebre, Raffaele De Biasi, Domenico Antonio Rita, Ciro Santus, Lorenzo Romanelli, Paolo Neri, Matteo Perini, Filippo Berto, Matteo Benedetti