My research bridges the gap between Reactive Molecular Dynamics (RMD) and Continuum Mechanics. I focus on computational modeling of fluid and thermal systems to enhance energy efficiency, reduce emissions, and promote sustainable technologies.
Soot Formation
Investigating the molecular dynamics of soot formation during combustion, focusing on the evolution of physicochemical properties using RMD simulations.
CFD Modeling
Applying high-fidelity simulations to model fluid dynamics and thermal systems, emphasizing optimized energy conversion processes.
Emissions Reduction
Developing predictive models to reduce particulate emissions from combustion devices to enhance efficiency and minimize environmental impact.
HPC & Infrastructure
Leveraging HPC environments for large-scale simulations. Expertise in Load Balancing, Docker, and Cluster Networking to support reproducible research.
Advanced Materials
Investigating the role of new materials in improving heat transfer, energy storage, and thermal management in industrial sectors.
Machine Learning
Integrating ML techniques (e.g., SAGE) with computational models to automate analysis of molecular dynamics simulations and experimental data.