Dr Rodolfo Da Silva Machado De Freitas
Postdoctoral Research Associate in Synthetic Fuel Utilisation
School of Engineering and Materials Science
Queen Mary University of London
Queen Mary University of London
Member of Prof Xi Jiang's Research Group
Publications
Publications of specific relevance to the Centre for Sustainable Engineering2023
Model identification in reactor-based combustion closures using sparse symbolic regressionFreitas 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 modelsFreitas 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 uncertaintyFreitas 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 CombustionM. 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 ModelsDa Silva Machado De Freitas R, Guerra G and Rochinha F
Mechanisms and Machine Science, Springer, Cham vol. 63 (Proceedings of the 10th International Conference on Rotor Dynamics – IFToMM. IFToMM 2018) Editors: Cavalca K and Weber H.
01-01-2019