Dr Rodolfo Da Silva Machado De Freitas
PhD, MSc

 

All Publications

    2023

    • Freitas RSM, Péquin A, Galassi RM, Attili A and Parente A (2023). Model identification in reactor-based combustion closures using sparse symbolic regression. Combustion and Flame, Elsevier vol. 255, 112925-112925.   
      06-07-2023

    2022

    • Freitas RSM, Lima ÁPF, Chen C, Rochinha FA, Mira D and Jiang X (2022). Towards predicting liquid fuel physicochemical properties using molecular dynamics guided machine learning models. Fuel, Elsevier Bv vol. 329, 125415-125415.   
      05-08-2022

    2021

    • Freitas RSM, Barbosa CHS, Guerra GM, Coutinho ALGA and Rochinha FA (2021). An encoder-decoder deep surrogate for reverse time migration in seismic imaging under uncertainty. Computational Geosciences, Springer Nature vol. 25 (3), 1229-1250.   
      06-04-2021

    2020

    • M. Freitas RS, Rochinha FA, Mira D and Jiang X (2020). Parametric and Model Uncertainties Induced by Reduced Order Chemical Mechanisms for Biogas Combustion. Chemical Engineering Science, Elsevier Bv, 115949-115949.   
      15-07-2020

    2019