Jonathan Melchiorre

Master of Science

• Adaptive reuse of the built legacy (modulo di Structural mechanics). A.A. 2025/26, ARCHITETTURA PER IL PATRIMONIO. Collaboratore del corso
• 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

• Melchiorre, Jonathan; Anerdi, Costanza; Randazzo, Vincenzo; Marano, Giuseppe Carlo (2025)
  Improving Concrete Mix Design Predictions with Machine Learning Algorithms. In: International Joint Conference on Neural Networks (IJCNN), Roma (Italy), 30 June - 5 July 2025, pp. 1-7. ISSN 2161-4393. ISBN: 979-8-3315-1042-8
  Contributo in Atti di Convegno (Proceeding)
• Melchiorre, Jonathan (2025)
  Integrative Form Finding and AI-Driven Human-in-the-Loop approach for Structural Optimization in Long-Span Architectural Design. relatore: MARANO, GIUSEPPE CARLO; MANUELLO BERTETTO, AMEDEO DOMENICO BERNARDO; , 37. XXXVII Ciclo, P.: 322
  Doctoral Thesis
• 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, pp. 1-19. 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)
• Anerdi, Costanza; Melchiorre, Jonathan; Randazzo, Vincenzo; Marano, Giuseppe C. (2025)
  A Machine Learning-Based Approach for Evaluating Concrete Mix Design Properties. In: Advanced Neural Artificial Intelligence: Theories and Applications / S.N., S.L., Springer, pp. 235-244. ISBN: 9789819609932
  Contributo in Volume

• 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