Concepedia

Alessandro Tognan

AT

6

Publications

263

Citations

6

H-Index

2022

Active since

Affiliations

University of Udine(Current)

Delft University of Technology

Alessandro Tognan is an author at University of Udine specializing in engineering, data science, and public health.

ORCID

Top concepts

Publications per year

2022–2023

6

Publications

6

A defect-based physics-informed machine learning framework for fatigue finite life prediction in additive manufacturing

Enrico Salvati, Alessandro Tognan, Luca Laurenti et al. · Materials & Design · 2022 · 151 citations · Full text

A Bayesian defect-based physics-guided neural network model for probabilistic fatigue endurance limit evaluation

Alessandro Tognan, Andrea Patanè, Luca Laurenti et al. · Computer Methods in Applied Mechanics and Engineering · 2023 · 31 citations · Full text

Contour Method with Uncertainty Quantification: A Robust and Optimised Framework via Gaussian Process Regression

Alessandro Tognan, Luca Laurenti, Enrico Salvati · Experimental Mechanics · 2022 · 25 citations · Full text

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Evaluation and Origin of Residual Stress in Hybrid Metal and Extrusion Bonding and Comparison with Friction Stir Welding

Alessandro Tognan, Lise Sandnes, Giovanni Totis et al. · International Journal of Mechanical Sciences · 2022 · 24 citations

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Quantification of uncertainty in a defect-based Physics-Informed Neural Network for fatigue evaluation and insights on influencing factors

Emanuele Avoledo, Alessandro Tognan, Enrico Salvati · Engineering Fracture Mechanics · 2023 · 17 citations · Full text

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