[HTML][HTML] Feature extraction and reduced-order modelling of nitrogen plasma models using principal component analysis
Principal component analysis has been presented in recent research as an accurate and
efficient method to reduce the complex chemistry and kinetics of large reacting mechanisms …
efficient method to reduce the complex chemistry and kinetics of large reacting mechanisms …
Reduced-order kinetic plasma models using principal component analysis: Model formulation and manifold sensitivity
Plasma flows involve hundreds of species and thousands of reactions at different time
scales, resulting in a very large set of governing equations to solve. Simulating large …
scales, resulting in a very large set of governing equations to solve. Simulating large …
Principal component analysis acceleration of rovibrational coarse-grain models for internal energy excitation and dissociation
The present work introduces a novel approach for obtaining reduced chemistry
representations of large kinetic mechanisms in strong non-equilibrium conditions. The need …
representations of large kinetic mechanisms in strong non-equilibrium conditions. The need …