Research

My research combines physics-based modeling, high-performance computing and machine learning to study multiphysics phenomena in energy and complex flow systems. The sections below group my work by topic.

• Machine Learning for High-Fidelity LES
• Plasma-Assisted Combustion (PAC)
  • Thermoacoustic stabilization
  • Combustion enhancement
  • Nitrogen oxides chemistry
• Hydrogen Combustion
• Hydrogen Enrichment
  • Sequential combustors
  • Pre-chamber ignition engines
• Turbulent Jet Ignition
  • General purpose
  • Pre-chamber ignition engines

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Table of contents

• Machine Learning for High-Fidelity LES
• Plasma-Assisted Combustion (PAC)
• Hydrogen Combustion
• Hydrogen Enrichment
• Turbulent Jet Ignition