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Rodolfo Freitas
Rodolfo Freitas
Other namesRodolfo da Silva Machado de Freitas, Rodolfo S. M. Freitas
Queen Mary University of London, Université Libre de Bruxelles, UFRJ
Verified email at qmul.ac.uk - Homepage
Title
Cited by
Cited by
Year
Towards predicting liquid fuel physicochemical properties using molecular dynamics guided machine learning models
RSM Freitas, ÁPF Lima, C Chen, FA Rochinha, D Mira, X Jiang
Fuel 329, 125415, 2022
192022
Parametric and model uncertainties induced by reduced order chemical mechanisms for biogas combustion
RSM Freitas, FA Rochinha, D Mira, X Jiang
Chemical Engineering Science 227, 115949, 2020
182020
An encoder-decoder deep surrogate for reverse time migration in seismic imaging under uncertainty
RSM Freitas, CHS Barbosa, GM Guerra, ALGA Coutinho, FA Rochinha
Computational Geosciences 25, 1229-1250, 2021
152021
Model identification in reactor-based combustion closures using sparse symbolic regression
RSM Freitas, A Péquin, RM Galassi, A Attili, A Parente
Combustion and Flame 255, 112925, 2023
102023
A predictive physics-aware hybrid reduced order model for reacting flows
A Corrochano, RSM Freitas, A Parente, SL Clainche
arXiv preprint arXiv:2301.09860, 2023
72023
PF; Chen, C.; Rochinha, FA; Mira, D.; Jiang, X. Towards predicting liquid fuel physicochemical properties using molecular dynamics guided machine learning models
RSM Freitas, Á Lima
Fuel 329, 125415, 2022
62022
Descriptors-based machine-learning prediction of cetane number using quantitative structure–property relationship
RSM Freitas, X Jiang
Energy and AI 17, 100385, 2024
42024
Deep learning dynamical latencies for the analysis and reduction of combustion chemistry kinetics
L Castellanos, R SM Freitas, A Parente, F Contino
Physics of Fluids 35 (10), 2023
42023
Constructing accurate phenomenological surrogate for fluid structure interaction models
GM Guerra, R Freitas, FA Rochinha
International Conference on Rotor Dynamics, 295-305, 2018
32018
An embedded deep learning model discrepancy for computational combustion simulations
RSM Freitas, FA Rochinha
Journal of the Brazilian Society of Mechanical Sciences and Engineering 46 …, 2024
12024
A time-lag autoencoder reduced-order model to predict combustion chemical kinetics
L Castellanos, R Da Silva Machado De Freitas, A Parente, F Contino
45th Meeting of the Italian Section of the Combustion Institute, 2023
12023
Prediction of liquid fuel properties using machine learning models with Gaussian processes and probabilistic conditional generative learning
RSM Freitas, ÁPF Lima, C Chen, FA Rochinha, D Mira, X Jiang
arXiv preprint arXiv:2110.09360, 2021
12021
Bayesian uncertainty estimation of adsorption closure models in the computational simulation of contaminant transport
RSM Freitas, J Honigbaum, S Zio, GM Guerra, FA Rochinha
Journal of Environmental Management 379, 124708, 2025
2025
A Data-Driven Approach to Refine the Partially Stirred Reactor Closure for Turbulent Premixed Flames
L Piu, A Péquin, RSM Freitas, S Iavarone, H Pitsch, A Parente
Flow, Turbulence and Combustion, 1-26, 2025
2025
Neural network potential-based molecular investigation of thermal decomposition mechanisms of ethylene and ammonia
Z Xing, RSM Freitas, X Jiang
Energy and AI 18, 100454, 2024
2024
Liquid synthetic fuels design guided by chemical structure: A machine learning perspective
RSM Freitas, C Chen, X Jiang
Applied Energy Innovation Institute (AEii), 2024
2024
A Predictive Physics-Aware Machine Learning Model for Reacting Flows Check for updates
A Corrochano, RSM Freitas, A Parente, D Soledad Le Clainche
New Technologies and Developments in Unmanned Systems: Proceedings of the …, 2023
2023
Data-driven calibration of computational combustion models employing reduced chemical Kinetics
RSM Freitas
Universidade Federal do Rio de Janeiro, 2020
2020
Constructing Accurate Phenomenological
GM Guerra, R Freitas, FA Rochinha
Proceedings of the 10th International Conference on Rotor Dynamics–IFToMM …, 2018
2018
TIME-LAG AUTO-ENCODERS FOR CHEMISTRY DIMENSIONALITY REDUCTION
L Castellanos, RSM Freitas, A Parente, F Contino
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