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Research
  1. Queen Mary University of London
  2. Research
  3. Publications

Publications: MR Rodolfo Da Silva Machado De Freitas

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Freitas RSM, Péquin A, Galassi RM, Attili 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 ( 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 ( 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 ( 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, Cavalca K, Weber H ( 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 )
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