Research Assistant
Department of Environment, Land and Infrastructure Engineering (DIATI)
Adjunct lecturer/Adjunct instructor
Department of Environment, Land and Infrastructure Engineering (DIATI)
Adjunct lecturer/Adjunct instructor
Department of Structural, Geotechnical and Building Engineering (DISEG)
Teaching
Teachings
Master of Science
- Structural Design. A.A. 2025/26, INGEGNERIA EDILE. Collaboratore del corso
- Structural Design. A.A. 2024/25, INGEGNERIA EDILE. Collaboratore del corso
- Structural Design. A.A. 2023/24, INGEGNERIA EDILE. Collaboratore del corso
- Structural Design. A.A. 2022/23, INGEGNERIA EDILE. Collaboratore del corso
- Challenge@PoliTo by Firms - DSS for Sustainable Infrastructures Maintenance. A.A. 2021/22, INGEGNERIA GESTIONALE (ENGINEERING AND MANAGEMENT). Collaboratore del corso
- Teoria e progetto delle costruzioni in c.a. e c.a. precompresso. A.A. 2020/21, INGEGNERIA CIVILE. Collaboratore del corso
Bachelor of Science
- Topografia. A.A. 2025/26, INGEGNERIA PER L'AMBIENTE E IL TERRITORIO. Collaboratore del corso
- Topografia. A.A. 2024/25, INGEGNERIA PER L'AMBIENTE E IL TERRITORIO. Collaboratore del corso
- Tecnica delle costruzioni. A.A. 2020/21, INGEGNERIA EDILE. Collaboratore del corso
Publications
Latest publications View all publications in Porto@Iris
- Melchiorre, Jonathan; Anerdi, Costanza; Randazzo, Vincenzo; Marano, Giuseppe C. (2026)
Enhancing the Accuracy of Concrete Mix Design Leveraging on Machine Learning Algorithms. In: Neural Networks: Overview of Current Theories and Applications / S.N., S.L., Springer, Singapore, pp. 211-221. ISBN: 9789819540716
Contributo in Volume - Doblas-Reyes, Francisco J.; Kontkanen, Jenni; Sandu, Irina; Acosta, Mario; Al Turjmam, ... (2026)
The Destination Earth digital twin for climate change adaptation. In: GEOSCIENTIFIC MODEL DEVELOPMENT, vol. 19, pp. 2821-2848. ISSN 1991-9603
Contributo su Rivista - 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) - Solimene, Luigi; Ferrari, Simone; Anerdi, Costanza; Freschi, Fabio; Giaccone, Luca; ... (2024)
Data-Driven Approaches for Electromagnetic Analysis of Traction Electrical Motors: A Proposal for a Benchmark Problem. In: 2024 International Conference on Electrical Machines (ICEM), Torino, ITA, 01-04 September 2024, pp. 1-7. ISBN: 979-8-3503-7060-7
Contributo in Atti di Convegno (Proceeding)
Knowledge Valorisation
Technology transfer
- 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