Alberto Ciampaglia

PhD Student in Ingegneria Meccanica , 35^th cycle (2019-2022)
Department of Mechanical and Aerospace Engineering (DIMEAS)

Research Assistant
Department of Mechanical and Aerospace Engineering (DIMEAS)

Docente esterno e/o collaboratore didattico
Department of Mechanical and Aerospace Engineering (DIMEAS)

alberto.ciampaglia@polito.it

Profile

PhD

Thesis title

Data driven and physics based methods to assess the mechanical response of advanced materials: from experiments to efficient predictions

Tutors

Davide Salvatore Paolino

Research interests

Composite structures

Composites

Damage assessment

Icme

Lightweight design

Machine learning

Mechanistic data science

Multiscale

Smart materials

Structural health monitoring

Curriculum

Download file (220KB)

Scientific branch

ING-IND/14 - MECHANICAL DESIGN AND MACHINE CONSTRUCTION
(Area 0009 - Industrial and information engineering)

Research topics

Machine learning method for modelling, design and monitoring composite structural parts.

Skills

ERC sectors

PE8_4 - Computational engineering

PE8_12 - Lightweight construction, textile technology

PE8_8 - Materials engineering (metals, ceramics, polymers, composites, etc.)

PE8_7 - Mechanical and manufacturing engineering (shaping, mounting, joining, separation)

PE8_11 - Sustainable design (for recycling, for environment, eco-design)

SDG

Goal 9: Industry, Innovation, and Infrastructure

Goal 11: Sustainable cities and communities

Fellowships

Effective member - SAE, Stati Uniti (2020-2022)

Other research or teaching roles outside Politecnico

Visiting Researcher, presso Northwestern University (1/9/2021-30/4/2022)

Teaching

Teachings

Master of Science

Design of Lightweight and composite structures. A.A. 2022/23, INGEGNERIA MECCANICA (MECHANICAL ENGINEERING). Collaboratore del corso
Design of Lightweight and composite structures. A.A. 2023/24, INGEGNERIA MECCANICA (MECHANICAL ENGINEERING). Collaboratore del corso
Challenge@PoliTo by Firms - Dress-Up Chocolate with Care. A.A. 2020/21, DESIGN SISTEMICO. Collaboratore del corso

MostraNascondi A.A. passati

Bachelor of Science

Affidabilità, sicurezza e manutenzione per l'azienda. A.A. 2023/24, INGEGNERIA MECCANICA. Collaboratore del corso
Fundamentals of machine design. A.A. 2023/24, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Collaboratore del corso

Research

Research groups

Vehicle structure and safety: design, simulation, optimization and tests

Publications

PoliTO co-authors

Latest publications View all publications in Porto@Iris

Ciampaglia, A (2023)
Data driven statistical method for the multiscale characterization and modelling of fiber reinforced composites. In: COMPOSITE STRUCTURES, vol. 320. ISSN 0263-8223
Contributo su Rivista
Tridello, Andrea; Ciampaglia, Alberto; Berto, Filippo; Paolino, DAVIDE SALVATORE (2023)
Assessment of the Critical Defect in Additive Manufacturing Components through Machine Learning Algorithms. In: APPLIED SCIENCES, vol. 13. ISSN 2076-3417
Contributo su Rivista
Ciampaglia, Alberto; Tridello, Andrea; Berto, Filippo; Paolino, DAVIDE SALVATORE (2023)
Data-driven method to assess the influence of process parameters on the fatigue response of additively manufactured Ti6Al4V. In: 27th International Conference on Fracture and Structural Integrity (IGF27), Roma, pp. 56-69
Contributo in Atti di Convegno (Proceeding)
Ferrarese, Andrea; BOURSIER NIUTTA, Carlo; Ciampaglia, Alberto; Ciardiello, Raffaele; ... (2023)
Experimental and Numerical Investigation of the Mesoscale Size Effect in Notched Woven Composites. In: APPLIED SCIENCES, vol. 13. ISSN 2076-3417
Contributo su Rivista
Ciampaglia, A; Ferrarese, A; Paolino, D. S.; Belingardi, G; Liu, W. K. (2022)
Experimentally trained physic-informed neural network as material model. In: 20th European Conference on Composite Materials - Composites Meet Sustainability, Lausanne (Switzerland), pp. 822-830. ISBN: 978-2-9701614-0-0
Contributo in Atti di Convegno (Proceeding)