フォロー
M. Rafi Malik
M. Rafi Malik
その他の名前Mohammad Rafi Malik
確認したメール アドレス: kaust.edu.sa
タイトル
引用先
引用先
Extension of the Eddy Dissipation Concept for turbulence/chemistry interactions to MILD combustion
A Parente, MR Malik, F Contino, A Cuoci, BB Dally
Fuel 163, 98-111, 2016
2542016
Principal component analysis coupled with nonlinear regression for chemistry reduction
MR Malik, BJ Isaac, A Coussement, PJ Smith, A Parente
Combustion and Flame 187, 30-41, 2018
852018
Combustion modeling using Principal Component Analysis: A posteriori validation on Sandia flames D, E and F
MR Malik, PO Vega, A Coussement, A Parente
Proceedings of the Combustion Institute 38 (2), 2635-2643, 2021
622021
Principal component analysis based combustion model in the context of a lifted methane/air flame: Sensitivity to the manifold parameters and subgrid closure
MR Malik, A Coussement, T Echekki, A Parente
Combustion and Flame 244, 112134, 2022
262022
Large eddy simulations of ammonia-hydrogen jet flames at elevated pressure using principal component analysis and deep neural networks
S Abdelwahid, MR Malik, HAAK Hammoud, FE Hernández-Pérez, ...
Combustion and Flame 253, 112781, 2023
242023
A data-driven reduced-order model for stiff chemical kinetics using dynamics-informed training
V Vijayarangan, HA Uranakara, S Barwey, RM Galassi, MR Malik, ...
Energy and AI 15, 100325, 2024
202024
Advancing reacting flow simulations with data-driven models
K Zdybał, G D'Alessio, G Aversano, MR Malik, A Coussement, ...
arXiv preprint arXiv:2209.02051, 2022
172022
Dimensionality reduction and unsupervised classification for high-fidelity reacting flow simulations
MR Malik, R Khamedov, FEH Pérez, A Coussement, A Parente, HG Im
Proceedings of the Combustion Institute 39 (4), 5155-5163, 2023
152023
Edcsmoke: A new combustion solver for stiff chemistry based on OpenFOAM®
Z Li, MR Malik, A Cuoci, A Parente
AIP Conference Proceedings 1863 (1), 2017
82017
Reduced-order modeling of reacting flows using data-driven approaches
K Zdybał, MR Malik, A Coussement, JC Sutherland, A Parente
Machine Learning and Its Application to Reacting Flows: ML and Combustion …, 2023
52023
Large eddy simulation of bluff-body turbulent hydrogen/nitrogen flames using principal component transport models with differential diffusion effects
S Abdelwahid, MR Malik, H Tang, A Alfazazi, FE Hernández-Pérez, ...
International Journal of Hydrogen Energy 71, 174-183, 2024
32024
A combined PCA-CSP solver for dimensionality and stiffness reduction in reacting flow simulations
MR Malik, RM Galassi, M Valorani, HG Im
Proceedings of the Combustion Institute 40 (1-4), 105532, 2024
32024
Large eddy simulations of NH3-H2 jet flame at elevated pressure using PCA with inclusion of NH3/H2 ratio variation
S Abdelwahid, M Rafi Malik, H Abed Al Kader Hammoud, ...
AIAA SCITECH 2023 Forum, 0343, 2023
32023
A machine-learning framework for plasma-assisted combustion using principal component analysis and Gaussian process regression
A Bellemans, MR Malik, F Bisetti, A Parente
International Conference on Uncertainty Quantification & Optimisation, 379-392, 2020
32020
Propagation characteristics of lean turbulent premixed ammonia–hydrogen flames
R Khamedov, MR Malik, FE Hernández-Pérez, HG Im
Proceedings of the Combustion Institute 40 (1-4), 105736, 2024
12024
Edcsmoke: A new combustion solver based on openfoam
MR Malik, L Zhiyi, A Cuoci, A Parente
EDCsmoke: a new ombustion solver based on OpenFOAM, 1-12, 2017
12017
Structure and propagation characteristics of turbulent premixed NH3-H2O2 flame
R Khamedov, M Rafi Malik, F Hernandez Perez, HG Im
American Institute of Aeronautics and Astronautics, 2024
2024
Effect of H2O2 addition to the turbulent premixed ammonia flames
R Khamedov, MR Malik, FE Hernandez Perez, HG Im
AIAA SCITECH 2024 Forum, 2023, 2024
2024
ON THE USE OF PROJECTION TO LATENT STRUCTURES AND GAUSSIAN PROCESS REGRESSION FOR CHEMISTRY REDUCTION
H Dave, MR Malik, K Zdybal, HG Im, A Parente
2023
Reduced-orderCombustion Models for Innovative Energy Conversion Technologies
MR Malik
Université libre de Bruxelles, 2021
2021
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論文 1–20