Riccardo Ceccato

Design of Experiments and machine learning for product innovation: A systematic literature review

Rosa Arboretti, Riccardo Ceccato, Luca Pegoraro et al. · Quality and Reliability Engineering International · 2021 · 91 citations

Management, Industrial Engineering, Innovation +9

Machine learning approach for predicting refrigerant two-phase pressure drop inside Brazed Plate Heat Exchangers (BPHE)

Giovanni A. Longo, Simone Mancin, Giulia Righetti et al. · International Journal of Heat and Mass Transfer · 2020 · 40 citations · Full text

Engineering, Chemical Engineering, Mechanical Engineering +14

Machine learning and design of experiments with an application to product innovation in the chemical industry

Rosa Arboretti, Riccardo Ceccato, Luca Pegoraro et al. · Journal of Applied Statistics · 2021 · 28 citations · Full text

Management, Chemical Engineering, Industrial Engineering +10

Design choice and machine learning model performances

Rosa Arboretti, Riccardo Ceccato, Luca Pegoraro et al. · Quality and Reliability Engineering International · 2022 · 20 citations · Full text

Computing, Computer Science, Industrial Engineering +9

Design of experiments and machine learning to improve robustness of predictive maintenance with application to a real case study

Luigi Salmaso, Luca Pegoraro, Rosa Arboretti et al. · Communications in Statistics - Simulation and Computation · 2019 · 19 citations

Computing, Computer Science, Big Data Analytics +8