J. Melchiorre · A. Manuello Bertetto · G.C. Marano · S. Adriaenssens
2026 · Computer-Aided Civil and Infrastructure Engineering
Integrates human feedback into AI-driven structural optimization of gridshells, letting designers interactively refine geometry and performance while preserving design intent during optimization.
M. Siviero · J. Melchiorre · M.M. Rosso · G. Cirrincione · G.C. Marano
2026 · Applied Soft Computing
A Gaussian mixture modeling-based evolutionary algorithm accelerates constrained multi-objective structural optimization by reducing objective-function evaluations and identifying promising search regions in an interpretable design-variable space.
J. Melchiorre · A. Manuello Bertetto · S. Adriaenssens · G.C. Marano
2025 · Automation in Construction
Integrates the improved Multi-body Rope Approach with multi-objective genetic algorithms to support the form finding and optimization of gridshells by improving constructability and reducing both cost and waste.
A. Manuello Bertetto · J. Melchiorre · G.C. Marano
2024 · Automation in Construction
Develops the improved Multi-body Rope Approach for free-form base gridshells, reducing structural elements variability and construction complexity while preserving geometric freedom and structural performance.
J. Melchiorre · A. Manuello Bertetto · S. Invernizzi · G.C. Marano · F. Bazzucchi
2024 · Structures
Evaluates the effects of the improved Multi-body Rope Approach on the structural stability of the Dakar Mosque gridshell through linear and nonlinear buckling analyses.
G. Fallacara · I. Cavaliere · J. Melchiorre · G.C. Marano · A. Manuello Bertetto
2024 · Structures
Presents the construction and structural evaluation of a catenary-vaulted pavilion prototype, using the Multibody Rope Approach to compare its geometry with a corresponding funicular form.
J. Melchiorre · L. D'Amato · F. Agostini · A.M. Rizzo
2024 · Developments in the Built Environment
A U-Net architecture segments acoustic emission signals to detect P-wave onset time, enabling crack localization in structures with minimal signal preprocessing.
A. Manuello Bertetto · F. Marmo · J. Melchiorre
2024 · Developments in the Built Environment
Acoustic emission monitoring and thrust network analysis are combined to assess structural integrity and force distribution in the Turin Cathedral's central nave vault, with three-dimensional acoustic localization correlated against computed stress paths.
J. Melchiorre · A. Manuello Bertetto · F. Marmo · S. Adriaenssens · G.C. Marano
2023 · European Journal of Mechanics - A/Solids
An analytical and numerical framework solves the curved-beam equations for arches with variable curvature and tapered cross-sections under varied loading and boundary conditions.
J. Melchiorre · A. Manuello Bertetto · M.M. Rosso · G.C. Marano
2023 · Sensors
A recurrent convolutional neural network trained on seismic and acoustic-emission signals detects P-wave onset time with improved accuracy, enabling crack localization by triangulating arrival times across sensors.
M.M. Rosso · A. Aloisio · J. Melchiorre · F. Huo · G.C. Marano
2023 · Structures
Investigates how sensor noise affects damage-detection accuracy by combining subspace-based vibration features with neural networks to classify structural damage in a multiclass framework.