Archivio Istituzionale della RicercaMELCHIORRE, JONATHAN
MELCHIORRE, JONATHAN
Dipartimento di Ingegneria Strutturale, Edile e Geotecnica
091337
A Machine Learning-Based Approach for Evaluating Concrete Mix Design Properties
2025 Anerdi, Costanza; Melchiorre, Jonathan; Randazzo, Vincenzo; Marano, Giuseppe C.
Cost-Effective and Constructible Gridshell Design Through the Fusion of Form-Finding and Evolutionary Algorithms
2025 Melchiorre, Jonathan
Estimation of Distribution Algorithm (EDA) for Design and Optimization of Arch Structures
2025 Melchiorre, J.; Manuello, A.; Rosso, M. M.; Morganti, V.; Rosi, G.; Marano, G. C.
Form-finding and metaheuristic multiobjective optimization methodology for sustainable gridshells with reduced construction complexity and waste
2025 Melchiorre, J.; Manuello Bertetto, A.; Adriaenssens, S.; Marano, G. C.
Onset time detection of acoustic emission signals for structural monitoring with deep learning
2025 Melchiorre, Jonathan; Agostini, Federico; D'Amato, Leo; Rosso, Marco M.
Acoustic Emission Monitoring and Thrust Network Analysis of the Central Nave Vaults of the Turin Cathedral
2024 Manuello Bertetto, A.; Marmo, F.; Melchiorre, J.
Acoustic emission onset time detection for structural monitoring with U-Net neural network architecture
2024 Melchiorre, Jonathan; D'Amato, Leo; Agostini, Federico; Rizzo, Antonino Maria
Dakar Mosque gridshell: Exploring the benefits of the improved multibody rope approach through postbuckling analysis
2024 Melchiorre, Jonathan; Manuello Bertetto, Amedeo; Invernizzi, Stefano; Marano, Giuseppe Carlo; Bazzucchi, Fabio
Deep-Learning-Based Onset Time Precision in Acoustic Emission Non-Destructive Testing
2024 Melchiorre, J.; D'Amato, L.; Agostini, F.; Manuello, A.
Generative Design Process and Optimization of Geodesic Dome with Variable Frequency
2024 Sardone, L.; Rosso, M. M.; Melchiorre, J.; Pellegrino, M.
Grid-Shell Multi-step Structural Optimization with Improved Multi-body Rope Approach and Multi-objective Genetic Algorithm
2024 Melchiorre, J.; Soutiropoulos, S.; Manuello Bertetto, A.; Marano, G. C.; Marmo, F.
Improved multi-body rope approach for free-form gridshell structures using equal-length element strategy
2024 Manuello Bertetto, Amedeo; Melchiorre, Jonathan; Marano, Giuseppe Carlo
Improved Multi-body Rope Approach for Free-Form Grid Shells
2024 Manuello Bertetto, A.; Melchiorre, J.; Marano, G. C.
Investigating and monitoring central nave vaults of the Turin Cathedral with Acoustic Emissions and Thrust Network Analysis
2024 Manuello, A.; Marmo, F.; Melchiorre, J.
Investigating the Influence of the Improved Multibody Rope Approach on the Structural Behavior of Dakar Mosque Gridshell Structure
2024 Melchiorre, Jonathan; Invernizzi, Stefano; Manuello Bertetto, Amedeo
Multy Body Rope Approach and Funicular Prototype for a New Constructive System for Catenary Arches
2024 Cavaliere, I.; Fallacara, G.; Manuello Bertetto, A.; Melchiorre, J.; Marano, G. C.
Postbuckling Echoes of iMRA Introduced Variation in Gridshells Mechanical Behaviour
2024 Melchiorre, Jonathan; Bazzucchi, Fabio; MANUELLO BERTETTO, AMEDEO DOMENICO BERNARDO; Marano, GIUSEPPE CARLO
Reinterpretation of catenary vaulted spaces: Construction of a prototype and structural evaluation through Multibody Rope Approach
2024 Fallacara, G.; Cavaliere, I.; Melchiorre, J.; Marano, G. C.; Manuello, A.
Acoustic Emission and Artificial Intelligence Procedure for Crack Source Localization
2023 Melchiorre, Jonathan; Manuello Bertetto, Amedeo; Rosso, Marco Martino; Marano, Giuseppe Carlo
Compact Convolutional Transformer Fourier analysis for GPR tunnels assessment
2023 Melchiorre, Jonathan; Rosso, Marco Martino; Cirrincione, Giansalvo; Marano, Giuseppe Carlo
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| A Machine Learning-Based Approach for Evaluating Concrete Mix Design Properties / Anerdi, Costanza; Melchiorre, Jonathan; Randazzo, Vincenzo; Marano, Giuseppe C. (SMART INNOVATION, SYSTEMS AND TECHNOLOGIES). - In: Advanced Neural Artificial Intelligence: Theories and Applications[s.l] : Springer, 2025. - ISBN 9789819609932. - pp. 235-244 [10.1007/978-981-96-0994-9_22] | 1-gen-2025 | Costanza AnerdiJonathan MelchiorreVincenzo RandazzoGiuseppe C. Marano | WIRN2023___A_Machine_Learning_Based_Approach_for_Evaluating_Concrete_Mix_Design_Properties__FULL_PAPER_.pdf |
| Cost-Effective and Constructible Gridshell Design Through the Fusion of Form-Finding and Evolutionary Algorithms / Melchiorre, Jonathan. - (2025), pp. 310-321. (Intervento presentato al convegno International Conference on ADDitively Manufactured OPTimized Structures by means of Machine Learning (ADDOPTML 2024) tenutosi a Amman (Jordan) nel 14 October 2024) [10.1007/978-3-031-92029-5_29]. | 1-gen-2025 | Jonathan Melchiorre | Cost_Effective_and_Constructible_Gridshell_Design_Through_the_Fusion_of_Form_Finding_and_Evolutionary_Algorithms (10).pdf |
| Estimation of Distribution Algorithm (EDA) for Design and Optimization of Arch Structures / Melchiorre, J.; Manuello, A.; Rosso, M. M.; Morganti, V.; Rosi, G.; Marano, G. C.. - 33 - 1:(2025), pp. 226-233. (Intervento presentato al convegno 10th International Conference on Arch Bridges tenutosi a Fuzhou (China) nel 25-27 October, 2023) [10.1007/978-3-031-86719-4_26]. | 1-gen-2025 | Melchiorre J.Manuello A.Rosso M. M.Rosi G.Marano G. C. + | ARCH_2023___Estimation_of_Distribution_Algorithm__EDA__for_design_and_optimization_of_arch_structure (1).pdf; ARCH_2023___Estimation_of_Distribution_Algorithm__EDA__for_design_and_optimization_of_arch_structure (1).pdf |
| Form-finding and metaheuristic multiobjective optimization methodology for sustainable gridshells with reduced construction complexity and waste / Melchiorre, J.; Manuello Bertetto, A.; Adriaenssens, S.; Marano, G. C.. - In: AUTOMATION IN CONSTRUCTION. - ISSN 0926-5805. - 177:(2025), pp. 1-19. [10.1016/j.autcon.2025.106315] | 1-gen-2025 | Melchiorre J.Manuello Bertetto A.Marano G. C. + | 1-s2.0-S0926580525003553-main.pdf |
| Onset time detection of acoustic emission signals for structural monitoring with deep learning / Melchiorre, Jonathan; Agostini, Federico; D'Amato, Leo; Rosso, Marco M. (SMART INNOVATION, SYSTEMS AND TECHNOLOGIES). - In: Advanced Neural Artificial Intelligence: Theories and Applications[s.l] : Springer, 2025. - ISBN 9789819609932. - pp. 255-265 [10.1007/978-981-96-0994-9_24] | 1-gen-2025 | Jonathan MelchiorreFederico AgostiniLeo D'AmatoMarco M. Rosso | wirn_2023_melchiorre_agostini_damato_rosso_onset_time_detection_deep_learning.pdf; WIRN_2023___Onset_Time_Detection_of_Acoustic_Emission_Signals_for_Structural_Monitoring_with_Deep_Learning__FULL_PAPER_.pdf |
| Acoustic Emission Monitoring and Thrust Network Analysis of the Central Nave Vaults of the Turin Cathedral / Manuello Bertetto, A.; Marmo, F.; Melchiorre, J.. - STAMPA. - 437:(2024), pp. 241-249. (Intervento presentato al convegno 2nd Italian Workshop on Shell and Spatial Structures, IWSS 2023 tenutosi a Torino (Ita) nel 26 June 2023 through 28 June 2023) [10.1007/978-3-031-44328-2_25]. | 1-gen-2024 | Manuello Bertetto A.Melchiorre J. + | ABS_8_IWSS2023_Acoustic_Emission_Monitoring_and_Thrust_Network_Analysis_of_the_Central_Nave_Vaults_of_the_Turin_Cathedral.pdf; Acoustic Emission Monitoring and Thrust Network Analysis of the Central Nave Vaults of the Turin Cathedral2.pdf |
| Acoustic emission onset time detection for structural monitoring with U-Net neural network architecture / Melchiorre, Jonathan; D'Amato, Leo; Agostini, Federico; Rizzo, Antonino Maria. - In: DEVELOPMENTS IN THE BUILT ENVIRONMENT. - ISSN 2666-1659. - ELETTRONICO. - 18:(2024), pp. 1-13. [10.1016/j.dibe.2024.100449] | 1-gen-2024 | Melchiorre, JonathanD'Amato, LeoAgostini, FedericoRizzo, Antonino Maria | Post-print version.pdf |
| Dakar Mosque gridshell: Exploring the benefits of the improved multibody rope approach through postbuckling analysis / Melchiorre, Jonathan; Manuello Bertetto, Amedeo; Invernizzi, Stefano; Marano, Giuseppe Carlo; Bazzucchi, Fabio. - In: STRUCTURES. - ISSN 2352-0124. - 61:(2024), pp. 1-18. [10.1016/j.istruc.2024.106059] | 1-gen-2024 | Melchiorre, JonathanManuello Bertetto, AmedeoInvernizzi, StefanoMarano, Giuseppe CarloBazzucchi, Fabio | Versione editoriale.pdf; Manuscript Authors Accepted.pdf |
| Deep-Learning-Based Onset Time Precision in Acoustic Emission Non-Destructive Testing / Melchiorre, J.; D'Amato, L.; Agostini, F.; Manuello, A.. - 2004:(2024), pp. 367-372. (Intervento presentato al convegno 2024 IEEE International Workshop on Metrology for Living Environment, MetroLivEnv 2024 tenutosi a Chania (GRC) nel 12-14 June 2024) [10.1109/MetroLivEnv60384.2024.10615695]. | 1-gen-2024 | Melchiorre J.D'Amato L.Agostini F.Manuello A. | Metrolivenv2024_Deep_learning_based_onset_time_precision_in_acoustic_emission_non_destructive_testing (6).pdf; Deep-Learning-Based_Onset_Time_Precision_in_Acoustic_Emission_Non-Destructive_Testing.pdf |
| Generative Design Process and Optimization of Geodesic Dome with Variable Frequency / Sardone, L.; Rosso, M. M.; Melchiorre, J.; Pellegrino, M.. - STAMPA. - 437:(2024), pp. 289-298. (Intervento presentato al convegno 2nd Italian Workshop on Shell and Spatial Structures, IWSS 2023 tenutosi a Torino (Ita) nel 26 June 2023 through 28 June 2023) [10.1007/978-3-031-44328-2_30]. | 1-gen-2024 | Sardone L.Rosso M. M.Melchiorre J. + | IWSS23_Sardone_et_al_GeoDomes_ID_1031.pdf; Generative Design Process and Optimization of Geodesic Dome with Variable Frequency2.pdf |
| Grid-Shell Multi-step Structural Optimization with Improved Multi-body Rope Approach and Multi-objective Genetic Algorithm / Melchiorre, J.; Soutiropoulos, S.; Manuello Bertetto, A.; Marano, G. C.; Marmo, F.. - STAMPA. - 437:(2024), pp. 62-72. (Intervento presentato al convegno 2nd Italian Workshop on Shell and Spatial Structures, IWSS 2023 tenutosi a Torino (Ita) nel 26 June 2023 through 28 June 2023) [10.1007/978-3-031-44328-2_7]. | 1-gen-2024 | Melchiorre J.Manuello Bertetto A.Marano G. C. + | ABS_3_IWSS_2023_Grid_shell_Multi_step_Structural_Optimization_with_Improved_Multi_body_Rope_Approach_and_multi_objective_genetic_algorithm.pdf; Grid-shell Multi-step Structural Optimization with Improved Multi-body Rope Approach and Multi-objective Genetic Algorithm2.pdf |
| Improved multi-body rope approach for free-form gridshell structures using equal-length element strategy / Manuello Bertetto, Amedeo; Melchiorre, Jonathan; Marano, Giuseppe Carlo. - In: AUTOMATION IN CONSTRUCTION. - ISSN 0926-5805. - 161:(2024), pp. 1-22. [10.1016/j.autcon.2024.105340] | 1-gen-2024 | Manuello Bertetto, AmedeoMelchiorre, JonathanMarano, Giuseppe Carlo | Improved multi-body rope approach for free-form gridshell structures using equal-length element strategy.pdf; Improved multi-body rope approach for free-form gridshell structures using equal-length element strategy.pdf |
| Improved Multi-body Rope Approach for Free-Form Grid Shells / Manuello Bertetto, A.; Melchiorre, J.; Marano, G. C.. - STAMPA. - 437:(2024), pp. 231-240. (Intervento presentato al convegno 2nd Italian Workshop on Shell and Spatial Structures, IWSS 2023 tenutosi a Torino (Ita) nel 26 June 2023through 28 June 2023) [10.1007/978-3-031-44328-2_24]. | 1-gen-2024 | Manuello Bertetto A.Melchiorre J.Marano G. C. | ABS_1_IWSS2023_Improved_Multi_Body_Rope_Approach_for_Free_form_grid_Shells.pdf; Improved Multibody Rope Approach for free form gridshells2.pdf |
| Investigating and monitoring central nave vaults of the Turin Cathedral with Acoustic Emissions and Thrust Network Analysis / Manuello, A.; Marmo, F.; Melchiorre, J.. - In: DEVELOPMENTS IN THE BUILT ENVIRONMENT. - ISSN 2666-1659. - 18:(2024), pp. 1-20. [10.1016/j.dibe.2024.100434] | 1-gen-2024 | Manuello A.Marmo F.Melchiorre J. | 1-s2.0-S2666165924001157-main(light).pdf |
| Investigating the Influence of the Improved Multibody Rope Approach on the Structural Behavior of Dakar Mosque Gridshell Structure / Melchiorre, Jonathan; Invernizzi, Stefano; Manuello Bertetto, Amedeo. - In: BUILDINGS. - ISSN 2075-5309. - 14:3(2024), pp. 1-19. [10.3390/buildings14030598] | 1-gen-2024 | Melchiorre, JonathanInvernizzi, StefanoManuello Bertetto, Amedeo | buildings-14-00598.pdf |
| Multy Body Rope Approach and Funicular Prototype for a New Constructive System for Catenary Arches / Cavaliere, I.; Fallacara, G.; Manuello Bertetto, A.; Melchiorre, J.; Marano, G. C.. - STAMPA. - 437:(2024), pp. 259-268. (Intervento presentato al convegno 2nd Italian Workshop on Shell and Spatial Structures, IWSS 2023 tenutosi a Torino (Ita) nel 26 June 2023 through 28 June 2023) [10.1007/978-3-031-44328-2_27]. | 1-gen-2024 | Manuello Bertetto A.Melchiorre J.Marano G. C. + | IWSS_2023___Multy_body_Rope_Approach_and_Funicular_Prototype_for_a_new_constructive_sytem_for_catenary_arches.pdf; Multibody Rope Approach and Funicular Prototype for a new constructive system for catenary arches2.pdf |
| Postbuckling Echoes of iMRA Introduced Variation in Gridshells Mechanical Behaviour / Melchiorre, Jonathan; Bazzucchi, Fabio; MANUELLO BERTETTO, AMEDEO DOMENICO BERNARDO; Marano, GIUSEPPE CARLO. - STAMPA. - 437:(2024), pp. 379-389. (Intervento presentato al convegno 2nd Italian Workshop on Shell and Spatial Structures, IWSS 2023 tenutosi a Torino (Ita) nel 26 June 2023 through 28 June 2023) [10.1007/978-3-031-44328-2_39]. | 1-gen-2024 | Jonathan MelchiorreFabio BazzucchiAmedeo Manuello BertettoGiuseppe Carlo Marano | ABS_5_v2_IWSS_2023_Postbuckling_echoes_of_iMRA_introduced_variation_in_gridshells_mechanical_behavior.pdf; Postbuckling echoes of iMRA introduced variation in gridshells2.pdf |
| Reinterpretation of catenary vaulted spaces: Construction of a prototype and structural evaluation through Multibody Rope Approach / Fallacara, G.; Cavaliere, I.; Melchiorre, J.; Marano, G. C.; Manuello, A.. - In: STRUCTURES. - ISSN 2352-0124. - 66:(2024), pp. 1-10. [10.1016/j.istruc.2024.106746] | 1-gen-2024 | Melchiorre J.Marano G. C.Manuello A. + | Manuscript preprint.pdf; Reinterpretation of catenary vaulted spaces_ Construction of a prototype and structural evaluation through Multibody Rope Approach.pdf |
| Acoustic Emission and Artificial Intelligence Procedure for Crack Source Localization / Melchiorre, Jonathan; Manuello Bertetto, Amedeo; Rosso, Marco Martino; Marano, Giuseppe Carlo. - In: SENSORS. - ISSN 1424-8220. - 23:2(2023), p. 693. [10.3390/s23020693] | 1-gen-2023 | Melchiorre, JonathanManuello Bertetto, AmedeoRosso, Marco MartinoMarano, Giuseppe Carlo | Acoustic Emission and Artificial Intelligence Procedure for Crack Source Localization.pdf |
| Compact Convolutional Transformer Fourier analysis for GPR tunnels assessment / Melchiorre, Jonathan; Rosso, Marco Martino; Cirrincione, Giansalvo; Marano, Giuseppe Carlo. - (2023). (Intervento presentato al convegno International Conference on Control, Automation and Diagnosis (ICCAD) tenutosi a Roma, Italia nel 10-12 May 2023) [10.1109/ICCAD57653.2023.10152455]. | 1-gen-2023 | Melchiorre, JonathanRosso, Marco MartinoCirrincione, GiansalvoMarano, Giuseppe Carlo | ICCAD23_Rome_Full_Paper_IEEE_Melchiorre_Rosso.pdf; Compact_Convolutional_Transformer_Fourier_analysis_for_GPR_tunnels_assessment.pdf |