Processing math: 100%

Research Interests



My research focuses on computational modeling of fluid and thermal systems to enhance energy efficiency, reduce emissions, and promote sustainable technologies. I specialize in reactive molecular dynamics (RMD) simulations and machine learning to predict particulate behavior in combustion systems. Key interests include:

Soot Formation and Morphology
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  2024 (6)
  article (2)
, Ganguly, A., Goudeli, E., Kelesidis, G. A., & Roy, S. P. Fuel, 373: 132197. October 2024.
        2 downloads  
, Ganguly, A., Goudeli, E., Kelesidis, G. A., & Roy, S. P. J. Phys. Chem. A, 128(26): 5175–5187. July 2024.
        1 download  
  inprep (2)
Fundamental Exploration of Soot Formation and Morphology from a Molecular Modeling Perspective (in Preparation). Ph.D. Thesis, Marquette University, Milwaukee, Wisconsin, 2024.
   
Surface and Pore Properties of Primary Soot Particles Based on Molecular Dynamics Simulations. , Ganguly, A., Goudeli, E., Kelesidis, G. A., & Roy, S. P. TBD. 2024. In Preparation
   
  inreview (1)
Ganguly, A., , Roy, S., Kelesidis, G., & Goudeli, E. Aerosol Research Discussions,1–32. November 2024. In Preparation
       
  poster (1)
Day, T., , & Roy, S. In Bulletin of the American Physical Society, April 2024. [Online; accessed 3. May. 2024]
     
  software (1)
, & Roy, S. P. 2024. Repository: https://github.com/comp-comb/StereoFractAnalyzer
     
  thesis (1)
Fundamental Exploration of Soot Formation and Morphology from a Molecular Modeling Perspective (in Preparation). Ph.D. Thesis, Marquette University, Milwaukee, Wisconsin, 2024.
   
  2023 (2)
  article (1)
, Ganguly, A., Goudeli, E., Kelesidis, G., & Roy, S. P. In 13th US National Combustion Meeting, March 2023.
     
  oral (1)
, Ganguly, A., Goudeli, E., Kelesidis, G., & Roy, S. P. In 13th US National Combustion Meeting, March 2023.
     
  2022 (3)
  article (1)
, Roy, S., & Goudeli, E. Comput. Phys. Commun., 276: 108325. July 2022.
        8 downloads  
  oral (1)
Physicochemical Analysis of Soot Particles Obtained from Molecular Dynamics Simulation of Acetylene Pyrolysis. , Ganguly, A., Goudeli, E., Kelesidis, G. A., & Roy, S. P. In AAAR 40th Annual Conference, Virtual, October 2022. Oral Presentation
   
  software (1)
, & Roy, S. P. 2022. Repository: https://github.com/comp-comb/MAFIA-MD
     
  2021 (2)
  article (2)
Sharma, A., , Roy, S. P., & Goudeli, E. Carbon, 180: 215–225. August 2021.
        12 downloads  
, Sharma, A., Goudeli, E., & Roy, S. In 12th U.S. National Combustion Meeting, Texas A&M University, College Station, TX, USA, May 2021.
     
  oral (3)
, Sharma, A., Goudeli, E., & Roy, S. In 12th U.S. National Combustion Meeting, Texas A&M University, College Station, TX, USA, May 2021.
     
A Reactive Molecular Dynamics-based Exploration of Soot Inception Pathways in Combustion. , Sharma, A., Ganguli, A., Goudeli, E., & Roy, S. P. In AAAR 39th Annual Conference, Virtual, September 2021. Oral Presentation
   
A Molecular Dynamics Study of Nucleation of Soot. , Sharma, A., Goudeli, E., & Roy, S. P. In European Aerosol Conference-EAC2021, Virtual, August 2021. Oral Presentation
   
  2020 (1)
  article (1)
, & Roy, S. P. Combust. Theory. Model.. May 2020. \textbfo̧lorblueFeatured on the journal cover
        2 downloads  
  2019 (4)
  article (1)
, & Roy, S. In 11th US National Combustion Meeting, pages 1–9, Pasadena, CA, March 2019.
     
  oral (2)
, & Roy, S. In 11th US National Combustion Meeting, pages 1–9, Pasadena, CA, March 2019.
     
Effect of EGR and Radiation on Soot Morphology in ECN Spray-A Combustion Chamber. , & Roy, S. P. In 17th International Conference on Numerical Combustion, Aachen, Germany, July 2019. Oral Presentation
   
  poster (1)
Effect of EGR and Radiation on Soot Morphology in ECN Spray-A Combustion Chamber. , & Roy, S. P. In 17th International Conference on Numerical Combustion, Aachen, Germany, July 2019. Oral Presentation
   
  thesis (1)
MS thesis, Marquette University, 2019.
     
  2018 (3)
  article (3)
Hasan, M. N., Shavik, S. M., , Rabbi, K. F., & Faisal, A. H. M. Micro Nano Lett., 13(3): 351–356. March 2018.
       
Hasan, M. N., Shavik, S. M., Rabbi, K. F., , & Alam, e. M. Proceedings of the Institution of Mechanical Engineers, Part N: Journal of Nanomaterials, Nanoengineering and Nanosystems, 232(2-3): 83–91. June 2018.
       
, & Roy, S. P In 2018 Spring Technical Meeting of Central States Section of the Combustion Institute, Minneapolis, MN, USA, April 2018.
      1 download  
  oral (3)
, & Roy, S. P In 2018 Spring Technical Meeting of Central States Section of the Combustion Institute, Minneapolis, MN, USA, April 2018.
      1 download  
Atomistic and Macroscopic Perspective of Thin Film Boiling. Hasan, N., , Rabbi, K., Alam, M., Mitsutake, Y., & Monde, M. In 10th International Conference on Boiling and Condensation Heat Transfer, Nagasaki, Japan, March 2018.
   
Soot and Radiation Models in Prediction of Pollutant Formation from Practical Combustion Scenarios. , Roy, S., Fernandez, S., Haworth, D., & Modest, M. In 10th International Aerosol Conference, St. Louis, MO, March 2018.
   
  poster (1)
Soot and Radiation Models in Prediction of Pollutant Formation from Practical Combustion Scenarios. , Roy, S., Fernandez, S., Haworth, D., & Modest, M. In 10th International Aerosol Conference, St. Louis, MO, March 2018.
   
  2017 (2)
  article (3)
Hasan, M. N., Shavik, S. M., Rabbi, K. F., , & Morshed, A. J. Chem. Engg., 29(1): 49–55. August 2017.
       
Hasan, M. N., Rabbi, K. F., , Tamim, S. I., & Faisal, A. H. M. In 7th BSME International Conference on Thermal Engineering, volume 1851, June 2017. AIP Publishing
       
Rabbi, K. F., Tamim, S. I., Faisal, A. H. M., , & Hasan, M. N. In 7th BSME International Conference on Thermal Engineering, volume 1851, June 2017. AIP Publishing
        1 download  
  oral (3)
Hasan, M. N., Rabbi, K. F., , Tamim, S. I., & Faisal, A. H. M. In 7th BSME International Conference on Thermal Engineering, volume 1851, June 2017. AIP Publishing
       
Rabbi, K. F., Tamim, S. I., Faisal, A. H. M., , & Hasan, M. N. In 7th BSME International Conference on Thermal Engineering, volume 1851, June 2017. AIP Publishing
        1 download  
Numerical Study of Turbulent Co-Axial Free Jets. , Hasan, N., & Ali, M. In ICMEAS 2017, Dhaka, Bangladesh, February 2017.