Khaled Mosharraf Mukut

Khaled Mosharraf Mukut, Ph.D.

Postdoctoral Research Fellow

Mechanical Engineer specializing in Computational Fluid Dynamics (CFD), Molecular Dynamics (MD), and Data-Driven Modeling. Passionate about solving complex multi-physics problems and developing open-source scientific software.

Professional Experience

Postdoctoral Research Fellow
Oct 2025 – Present

Computational Combustion Lab (CCL), Marquette University

Leading research on advanced microclimate modeling at a city-block scale and developing a novel CFD framework for optimizing load balancing in large-scale Lagrangian-Eulerian systems.

Graduate Research Assistant
2017 – 2025

Marquette University

  • Conducted reactive MD simulations of soot formation and morphology.
  • Developed computational methods (MAFIA-MD, StereoFractAnalyzer).
  • Characterized multi-physics interactions in spray combustion using CFD and radiation models.
  • Mentored undergraduate and graduate students in research.
Mentor & Graduate Assistant
2016 – 2017

BUET, Bangladesh

Performed MD simulations of explosive boiling and mentored undergraduate thesis groups.

Software & Tools Developed

SAGE: ML for Soot Analysis New

Machine Learning model for primary particle segmentation in TEM images of soot aggregates.

View on GitHub
PyPack: Molecular System Builder v1.0.0

A Python toolkit for building molecular simulation systems.

View on GitHub
StereoFractAnalyzer v1.0.0

Python package for analyzing fractal dimensions of 3D surfaces and 2D images.

View on PyPI
MAFIA-MD v1.0.0

Tool for analyzing molecular structures formed during reactive MD simulations.

View on GitHub
ChronoCode: TOTP Generator Web App

A lightweight, secure, and offline-capable Time-based One-Time Password (TOTP) generator and browser extension.

View on GitHub

Selected Publications

Mukut, K. M., Goudeli, E., Kelesidis, G. A., & Roy, S. P. (2026). "Elucidating pore and surface features of soot nanoparticles using molecular dynamics simulations." Fuel, 406, 136692.
[DOI]

Day, T. P., Mukut, K. M., Klacik, L., O'Donnell, R., Wasilewski, J., & Roy, S. P. (2025). "SAGE: A machine learning model for primary particle segmentation in TEM images of soot aggregates." Proc. Combust. Inst., 41, 105821.
[DOI]

Ganguly, A., Mukut, K. M., Roy, S., Kelesidis, G., & Goudeli, E. (2025). "Investigation of soot precursor molecules during inception by acetylene pyrolysis using reactive molecular dynamics." Aerosol Research, 3(1), 185–203.
[DOI]

Mukut, K. M., Ganguly, A., Goudeli, E., Kelesidis, G. A., & Roy, S. P. (2024). "Physical, chemical and morphological evolution of incipient soot obtained from molecular dynamics simulation of acetylene pyrolysis." Fuel, 373, 132197.
[DOI]

Want to see more?

View the complete list of journal articles, conference papers, and presentations.

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Khaled Mosharraf Mukut, Ph.D.
Postdoctoral Research Fellow | Marquette University

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