Ph.D. candidate in Intelligenza Artificiale , 37th cycle (2021-2024)
Department of Structural, Geotechnical and Building Engineering (DISEG)
Research Assistant
Department of Structural, Geotechnical and Building Engineering (DISEG)
Docente esterno e/o collaboratore didattico
Department of Structural, Geotechnical and Building Engineering (DISEG)
Profile
PhD
Thesis title
Integrative Form Finding and AI-Driven Human-in-the-Loop approach for Structural Optimization in Long-Span Architectural Design
Tutors
Teaching
Teachings
Master of Science
- Adaptive reuse of the built legacy (modulo di Structural mechanics). A.A. 2023/24, ARCHITETTURA PER IL PATRIMONIO. Collaboratore del corso
- Architecture and structural forms (modulo di Structural engineering). A.A. 2022/23, ARCHITETTURA COSTRUZIONE CITTA'. Collaboratore del corso
- Challenge@PoliTo by Firms - DSS for Sustainable Infrastructures Maintenance. A.A. 2021/22, INGEGNERIA GESTIONALE (ENGINEERING AND MANAGEMENT). Collaboratore del corso
Bachelor of Science
- Atelier Costruzione E (modulo di Scienza delle costruzioni). A.A. 2024/25, ARCHITETTURA. Collaboratore del corso
- Atelier Costruzione E (modulo di Scienza delle costruzioni). A.A. 2023/24, ARCHITETTURA. Collaboratore del corso
- Atelier Costruzione E (modulo di Scienza delle costruzioni). A.A. 2022/23, ARCHITETTURA. Collaboratore del corso
Publications
Latest publications View all publications in Porto@Iris
- Anerdi, Costanza; Melchiorre, Jonathan; Randazzo, Vincenzo; Marano, Giuseppe C. (2025)
A Machine Learning-Based Approach for Evaluating Concrete Mix Design Properties. In: Smart Innovation, Systems and Technologies / S.N., S.L., Springer Science and Business Media Deutschland GmbH, pp. 235-244. ISBN: 9789819609932
Contributo in Volume - Melchiorre, J.; Manuello Bertetto, A.; Adriaenssens, S.; Marano, G. C. (2025)
Form-finding and metaheuristic multiobjective optimization methodology for sustainable gridshells with reduced construction complexity and waste. In: AUTOMATION IN CONSTRUCTION, vol. 177. ISSN 0926-5805
Contributo su Rivista - Melchiorre, Jonathan (2025)
Cost-Effective and Constructible Gridshell Design Through the Fusion of Form-Finding and Evolutionary Algorithms. In: International Conference on ADDitively Manufactured OPTimized Structures by means of Machine Learning (ADDOPTML 2024), Amman, Jordan, 14 October 2024, pp. 310-321. ISSN 2366-2557. ISBN: 9783031920288
Contributo in Atti di Convegno (Proceeding) - Melchiorre, Jonathan; Agostini, Federico; D'Amato, Leo; Rosso, Marco M. (2025)
Onset Time Detection of Acoustic Emission Signals for Structural Monitoring with Deep Learning. In: Smart Innovation, Systems and Technologies / S.N., S.L., Springer Science and Business Media Deutschland GmbH, pp. 255-265. ISBN: 9789819609932
Contributo in Volume - Melchiorre, J.; Manuello, A.; Rosso, M. M.; Morganti, V.; Rosi, G.; Marano, G. C. (2025)
Estimation of Distribution Algorithm (EDA) for Design and Optimization of Arch Structures. In: 10th International Conference on Arch Bridges, Fuzhou (China), 25-27 October, 2023, pp. 226-233. ISBN: 9783031867187
Contributo in Atti di Convegno (Proceeding)
Society and Enterprise
Patents and other intellectual properties
- SMART & CONCRETE 2. national Patent
Inventors: Costanza Anerdi Giuseppe Carlo Marano Jonathan Melchiorre Vincenzo Randazzo - SMART & CONCRETE. national Patent
Inventors: Costanza Anerdi Giuseppe Carlo Marano Jonathan Melchiorre Vincenzo Randazzo