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.  
  DOI 10.1016/j.combustflame.2023.112925

  Abstract

  QMRO
  
  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.  
  DOI 10.1016/j.fuel.2022.125415

  Abstract

  QMRO
  
  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.  
  DOI 10.1007/s10596-021-10052-3

  Abstract

  QMRO
  
  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.  
  DOI 10.1016/j.ces.2020.115949

  Abstract

  QMRO
  
  15-07-2020

2019

• Da Silva Machado De Freitas R, Guerra G and Rochinha F (2019). Constructing Accurate Phenomenological Surrogate for Fluid Structure Interaction Models., Editors: Cavalca K and Weber H. Mechanisms and Machine Science, Springer, Cham vol. 63 (Proceedings of the 1) 
  DOI 10.1007/978-3-319-99272-3_21

  Abstract
  
  01-01-2019