Publications: Mr Rodolfo da Silva MacHado de Freitas

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

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

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

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

Da Silva Machado De Freitas R, Guerra G, Rochinha F ( 2019 ) . Constructing Accurate Phenomenological Surrogate for Fluid Structure Interaction Models . Mechanisms and Machine Science, Springer, Cham vol. 63 , ( Proceedings of the 10th International Conference on Rotor Dynamics – IFToMM. IFToMM 2018 )

Cavalca KL, Weber HI ( 2018 ) . Proceedings of the 10th International Conference on Rotor Dynamics – IFToMM Vol. 4 . Springer