RONDINELLA, FABIO
A machine learning approach to determine airport asphalt concrete layer moduli using heavy weight deflectometer data
2021-01-01 Baldo, N.; Miani, M.; Rondinella, F.; Celauro, C.
Alternative Fillers in Asphalt Concrete Mixtures: Laboratory Investigation and Machine Learning Modeling towards Mechanical Performance Prediction
2023-01-01 Tiwari, Nitin; Rondinella, Fabio; Satyam, Neelima; Baldo, Nicola
Artificial Neural Network Prediction of Airport Pavement Moduli Using Interpolated Surface Deflection Data
2021-01-01 Baldo, Nicola; Miani, Matteo; Rondinella, Fabio; Celauro, Clara
Bituminous mixtures experimental data modeling using a hyperparameters‐optimized machine learning approach
2021-01-01 Miani, M.; Dunnhofer, M.; Rondinella, F.; Manthos, E.; Valentin, J.; Micheloni, C.; Baldo, N.
Experimental and Machine Learning Approach to Investigate the Mechanical Performance of Asphalt Mixtures with Silica Fume Filler
2023-01-01 Tiwari, N; Rondinella, F; Satyam, N; Baldo, N
Foamed Bitumen Mixtures for Road Construction Made with 100% Waste Materials: A Laboratory Study
2022-01-01 Baldo, N; Rondinella, F; Daneluz, F; Pasetto, M
Improved predictions of asphalt concretes’ dynamic modulus and phase angle using decision-tree based categorical boosting model
2023-01-01 Rondinella, F.; Daneluz, F.; Hofko, B.; Baldo, N.
Laboratory Investigation and Machine Learning Modeling of Road Pavement Asphalt Mixtures Prepared with Construction and Demolition Waste and RAP
2023-01-01 Rondinella, Fabio; Oreto, Cristina; Abbondati, Francesco; Baldo, Nicola
Multivariate Regression of Road Segments’ Accident Data in Italian Rural Networks
2023-01-01 Baldo, Nicola; Indri, Valentina; Rondinella, Fabio; Daneluz, Fabiola
Performance Prediction of Fine-Grained Asphalt Concretes with Different Quarry Fillers by Machine Learning Approaches
2021-01-01 Baldo, Nicola; Miani, Matteo; Rondinella, Fabio; Vacková, Pavla; Valentin, Jan
Prediction of Airport Pavement Moduli by Machine Learning Methodology Using Non-destructive Field Testing Data Augmentation
2023-01-01 Baldo, Nicola; Rondinella, Fabio; Celauro, Clara
Recycling of Waste Materials Using Bitumen Emulsion for Road Pavement Stabilized Base Courses: a Laboratory Investigation
2021-01-01 Baldo, Nicola; Miani, Matteo; Rondinella, Fabio; Pasetto, Marco
Road Pavement Asphalt Concretes for Thin Wearing Layers: A Machine Learning Approach towards Stiffness Modulus and Volumetric Properties Prediction
2022-01-01 Baldo, N; Miani, M; Rondinella, F; Manthos, E; Valentin, J
Stiffness Data of High-Modulus Asphalt Concretes for Road Pavements: Predictive Modeling by Machine-Learning
2022-01-01 Baldo, N.; Miani, M.; Rondinella, F.; Valentin, J.; Vackcova, P.; Manthos, E.
Stiffness Moduli Modelling and Prediction in Four-Point Bending of Asphalt Mixtures: A Machine Learning-Based Framework
2023-01-01 Baldo, Nicola; Rondinella, Fabio; Daneluz, Fabiola; Vacková, Pavla; Valentin, Jan; Gajewski, Marcin D.; Król, Jan B.
Volumetric Properties and Stiffness Modulus of Asphalt Concrete Mixtures Made with Selected Quarry Fillers: Experimental Investigation and Machine Learning Prediction
2023-01-01 Rondinella, Fabio; Daneluz, Fabiola; Vacková, Pavla; Valentin, Jan; Baldo, Nicola