Search Results - "Rondinella, Fabio" :: K.UTB vyhledávací portál

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Alternative Fillers in Asphalt Concrete Mixtures: Laboratory Investigation and Machine Learning Modeling towards Mechanical Performance Prediction

by Tiwari, Nitin, Rondinella, Fabio, Satyam, Neelima, Baldo, Nicola
Published in Materials (13.01.2023)

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Volumetric Properties and Stiffness Modulus of Asphalt Concrete Mixtures Made with Selected Quarry Fillers: Experimental Investigation and Machine Learning Prediction

by Rondinella, Fabio, Daneluz, Fabiola, Vacková, Pavla, Valentin, Jan, Baldo, Nicola
Published in Materials (22.01.2023)

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Experimental and Machine Learning Approach to Investigate the Mechanical Performance of Asphalt Mixtures with Silica Fume Filler

by Tiwari, Nitin, Rondinella, Fabio, Satyam, Neelima, Baldo, Nicola
Published in Applied sciences (01.05.2023)

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Bituminous Mixtures Experimental Data Modeling Using a Hyperparameters-Optimized Machine Learning Approach

by Miani, Matteo, Dunnhofer, Matteo, Rondinella, Fabio, Manthos, Evangelos, Valentin, Jan, Micheloni, Christian, Baldo, Nicola
Published in Applied sciences (01.12.2021)

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Artificial neural network approach to predict asphalt mixtures’ stiffness modulus based on testing frequency and temperature

by Baldo, Nicola, Rondinella, Fabio, Valentin, Jan, Król, Jan B., Gajewski, Marcin D.
Published in MATEC web of conferences (2024)

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Stiffness Moduli Modelling and Prediction in Four-Point Bending of Asphalt Mixtures: A Machine Learning-Based Framework

by Baldo, Nicola, Rondinella, Fabio, Daneluz, Fabiola, Vacková, Pavla, Valentin, Jan, Gajewski, Marcin D., Król, Jan B.
Published in CivilEng (01.12.2023)

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Improved predictions of asphalt concretes’ dynamic modulus and phase angle using decision-tree based categorical boosting model

by Rondinella, Fabio, Daneluz, Fabiola, Hofko, Bernhard, Baldo, Nicola
Published in Construction & building materials (12.10.2023)

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Foamed Bitumen Mixtures for Road Construction Made with 100% Waste Materials: A Laboratory Study

by Baldo, Nicola, Rondinella, Fabio, Daneluz, Fabiola, Pasetto, Marco
Published in Sustainability (17.05.2022)

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A Machine Learning Approach to Determine Airport Asphalt Concrete Layer Moduli Using Heavy Weight Deflectometer Data

by Baldo, Nicola, Miani, Matteo, Rondinella, Fabio, Celauro, Clara
Published in Sustainability (01.08.2021)

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Laboratory Investigation and Machine Learning Modeling of Road Pavement Asphalt Mixtures Prepared with Construction and Demolition Waste and RAP

by Rondinella, Fabio, Oreto, Cristina, Abbondati, Francesco, Baldo, Nicola
Published in Sustainability (01.12.2023)

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Road Pavement Asphalt Concretes for Thin Wearing Layers: A Machine Learning Approach towards Stiffness Modulus and Volumetric Properties Prediction

by Baldo, Nicola, Miani, Matteo, Rondinella, Fabio, Manthos, Evangelos, Valentin, Jan
Published in Periodica polytechnica. Civil engineering. Bauingenieurwesen (01.10.2022)

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A Deep Neural Network Approach towards Performance Prediction of Bituminous Mixtures Produced Using Secondary Raw Materials

by Rondinella, Fabio, Oreto, Cristina, Abbondati, Francesco, Baldo, Nicola
Published in Coatings (Basel) (01.08.2024)

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Performance Prediction of Fine-Grained Asphalt Concretes with Different Quarry Fillers by Machine Learning Approaches

by Baldo, Nicola, Miani, Matteo, Rondinella, Fabio, Vacková, Pavla, Valentin, Jan
Published in IOP conference series. Materials Science and Engineering (01.11.2021)

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