Article-Journal

Artificial neural networks ensemble methodology to predict significant wave height
The forecast of wave variables are important for several applications that depend on a better description of the ocean state. Due to …
Felipe C. Minuzzi, Leandro Farina
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Mathematical thermo-mechanical analysis on flame-solid interaction: Steady laminar stagnation flow flame stabilized at a plane wall coupled with thermo-elasticity model
A laminar stagnation flow flame stabilized at a plane wall is theoretically analyzed, coupled with a thermo-elasticity model in the …
Chunkan Yu, Mohammad Mahdi Malayeri, Thomas Böhlke, Zheng Chen, Felipe C. Minuzzi
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A deep learning approach to predict significant wave height using long short-term memory
We present a new deep learning training framework for forecasting significant wave height on the Southwestern Atlantic Ocean. We use …
Felipe C. Minuzzi, Leandro Farina
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Autoignition Problem in Homogeneous Combustion Systems: GQL versus QSSA Combined with DRG
The global quasi-linearization (GQL) is used as a method to study and to reduce the complexity of mathematical models of mechanisms of …
Chunkan Yu, Sudhi Shashidharan, Shuyang Wu, Felipe C. Minuzzi, Viatcheslav Bykov
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Influence of the chemical kinetics on the prediction of turbulent non-premixed jet CH4 flames
The present work focuses on the five different chemical mechanisms coupled with probability density function (PDF) model to represent …
Chunkan Yu, Liming Cai, Lovish Chopra, Felipe C. Minuzzi, Ulrich Maas
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Reaction diffusion manifolds (REDIMs) applied to soot formation in ethylene counterflow non-premixed flames: an uncoupled methodology
Numerical simulations of reactive flows are still a challenge when using full detailed kinetic mechanisms, which are becoming larger …
Felipe C. Minuzzi
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A novel model for incorporation of differential diffusion effects in PDF simulations of non-premixed turbulent flames based on reaction-diffusion manifolds (REDIM)
In this work, reaction-diffusion manifold (REDIM) reduced chemistry is used in the simulation of turbulent non-premixed flames based on …
Chunkan Yu, Paola Breda, Felipe C. Minuzzi, Michael Pfitzner, Ulrich Maas
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A new skeletal mechanism for ethanol using a modified implementation methodology based on directed relation graph (DRG) technique
A different methodology for implementing the standard mechanism reduction technique directed relation graph (DRG) is presented and …
Felipe C. Minuzzi, Jean Monteiro De Pinho
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Numerical Simulation of Laminar and Turbulent Methane/Air Flames Based on a DRG-Derived Skeletal Mechanism
Simulation of turbulent flames using detailed chemical mechanisms is still a challenge in numerical combustion due to the large number …
Felipe C. Minuzzi, Chunkan Yu, Ulrich Maas
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REDIM reduced chemistry for the simulation of counterflow diffusion flames with oscillating strain rates
The dynamic behaviour and structures of laminar counterflow diffusion methane flames under oscillatory strain rates are investigated …
Chunkan Yu, Felipe C. Minuzzi, Ulrich Maas
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