Dr Rodolfo Da Silva Machado De Freitas
PhD, MSc
All Publications
2023
- Model identification in reactor-based combustion closures using sparse symbolic regression
Freitas RSM, Péquin A, Galassi RM, Attili A and Parente A
Combustion and Flame, Elsevier vol. 255, 112925-112925.
06-07-2023
2022
- Towards predicting liquid fuel physicochemical properties using molecular dynamics guided machine learning models
Freitas RSM, Lima ÁPF, Chen C, Rochinha FA, Mira D and Jiang X
Fuel, Elsevier Bv vol. 329, 125415-125415.
05-08-2022
2021
- An encoder-decoder deep surrogate for reverse time migration in seismic imaging under uncertainty
Freitas RSM, Barbosa CHS, Guerra GM, Coutinho ALGA and Rochinha FA
Computational Geosciences, Springer Nature vol. 25 (3), 1229-1250.
06-04-2021
2020
- Parametric and Model Uncertainties Induced by Reduced Order Chemical Mechanisms for Biogas Combustion
M. Freitas RS, Rochinha FA, Mira D and Jiang X
Chemical Engineering Science, Elsevier Bv, 115949-115949.
15-07-2020
2019
- Constructing Accurate Phenomenological Surrogate for Fluid Structure Interaction Models
Da Silva Machado De Freitas R, Guerra G and Rochinha F
, Editors: Cavalca K and Weber H. Mechanisms and Machine Science, Springer, Cham vol. 63 (Proceedings of the 1)
01-01-2019