Mohammad Rafi Malik

Extension of the Eddy Dissipation Concept for turbulence/chemistry interactions to MILD combustion

Alessandro Parente, Mohammad Rafi Malik, Francesco Contino et al. · Fuel · 2015 · 229 citations · Full text

Engineering, Mild Combustion, Aerospace Engineering +11

Principal component analysis coupled with nonlinear regression for chemistry reduction

Mohammad Rafi Malik, Benjamin Isaac, Axel Coussement et al. · Combustion and Flame · 2017 · 77 citations · Full text

Engineering, Data Science, Mass Spectrometry +12

Combustion modeling using Principal Component Analysis: A posteriori validation on Sandia flames D, E and F

Mohammad Rafi Malik, Pedro Javier Obando Vega, Axel Coussement et al. · Proceedings of the Combustion Institute · 2020 · 59 citations · Full text

Engineering, Combustion Theory, Turbulence +20

A data-driven reduced-order model for stiff chemical kinetics using dynamics-informed training

Vijayamanikandan Vijayarangan, Harshavardhana A. Uranakara, Shivam Barwey et al. · Energy and AI · 2023 · 32 citations · Full text

Reduced Order Modeling, Engineering, Stiff Chemical Kinetics +20

Large eddy simulations of ammonia-hydrogen jet flames at elevated pressure using principal component analysis and deep neural networks

Suliman Abdelwahid, Mohammad Rafi Malik, Hasan Abed Al Kader Hammoud et al. · Combustion and Flame · 2023 · 27 citations · Full text