Dr Rodolfo Da Silva Machado De Freitas
PhD, MSc

• Biography
• Research
• Publications

All Publications

2023

• Model identification in reactor-based combustion closures using sparse symbolic regression
  Freitas RSM, Péquin A, Galassi RM, Attili A, Parente A
  Combustion and Flame, Elsevier vol. 255, 112925-112925.  
  DOI 10.1016/j.combustflame.2023.112925

  QMRO

  Abstract

   
  
  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, Jiang X
  Fuel, Elsevier Bv vol. 329, 125415-125415.  
  DOI 10.1016/j.fuel.2022.125415

  QMRO

  Abstract

   
  
  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, Rochinha FA
  Computational Geosciences, Springer Nature vol. 25 (3), 1229-1250.  
  DOI 10.1007/s10596-021-10052-3

  QMRO

  Abstract

   
  
  06-04-2021

2020

• Parametric and Model Uncertainties Induced by Reduced Order Chemical Mechanisms for Biogas Combustion
  M. Freitas RS, Rochinha FA, Mira D, Jiang X
  Chemical Engineering Science, Elsevier Bv, 115949-115949.  
  DOI 10.1016/j.ces.2020.115949

  QMRO

  Abstract

   
  
  15-07-2020

2019

• Constructing Accurate Phenomenological Surrogate for Fluid Structure Interaction Models
  Da Silva Machado De Freitas R, Guerra G, Rochinha F
  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