Research Output per Year
Research Output per Year
Overview
Personal Profile
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Malik Hassanaly uses his expertise in statistical methods, machine learning, and computational fluid dynamics to develop more accurate and efficient numerical models. While obtaining his doctorate, Malik mostly worked on turbulent combustion applications with an emphasis on aircraft engines and continues to work on combustion-related topics. At NREL, he also works on manufacturing processes for solar cells, uncertainty quantification for weather prediction and battery modeling.
Research Interests
Design optimization
Data-assisted uncertainty quantification
Scientific machine learning
Multi-fidelity methods
Data reduction
Surface chemistry modeling
Anomaly detection/prevention
Professional Experience
Intern, R&D, Maia Eolis (2012–2013)
Intern, Software Development, RTE (2012)
Intern, Managing Solutions, Areva NP (2010)
Education/Academic Qualification
PhD, Aerospace Engineering, University of Michigan
Master, Aerospace Engineering, University of Texas at Austin
Master, General Engineering, École centrale de Lille
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Collaborations and Top Research Areas From the Past 5 Years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Equipping Neural Network Surrogates with Uncertainty for Propagation in Physical Systems
Pash, G., Hassanaly, M. & Yellapantula, S., 2024, 21 p.Research output: NREL › Presentation
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Multiphysics Time-Integration for Turbulent Combustion at the Exascale
Day, M., Wimer, N., Hassanaly, M., Esclapez, L., Felden, A., Ream, J., Henry de Frahan, M. & Rood, J., 2024, 22 p.Research output: NREL › Presentation
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PINN Surrogate of Li-Ion Battery Models for Parameter Inference, Part I: Implementation and Multi-Fidelity Hierarchies for the Single-Particle Model: Article No. 113103
Hassanaly, M., Weddle, P., King, R., De, S., Doostan, A., Randall, C., Dufek, E., Colclasure, A. & Smith, K., 2024, In: Journal of Energy Storage. 98, Part B, 13 p.Research output: Contribution to journal › Article › peer-review
1 Scopus Citations -
PINN Surrogate of Li-Ion Battery Models for Parameter Inference, Part II: Regularization and Application of the Pseudo-2D Model: Article No. 113104
Hassanaly, M., Weddle, P., King, R., De, S., Doostan, A., Randall, C., Dufek, E., Colclasure, A. & Smith, K., 2024, In: Journal of Energy Storage. 98, Part B, 17 p.Research output: Contribution to journal › Article › peer-review
2 Scopus Citations -
Rapid Inverse Parameter Inference Using Physics-Informed Neural Network
Hassanaly, M., Weddle, P., Randall, C., Dufek, E. & Smith, K., 2024, National Renewable Energy Laboratory (NREL).Research output: NREL › Poster
Activities
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American Institute of Aeronautics and Astronautics (External organization)
Hassanaly, M. (Member)
0001Activity: Membership › Membership of network
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American Institute of Chemical Engineers (AIChE) (External organization)
Klein, B. (Member), Dupuis, D. (Member), Johnson, D. (Member), Yadav, G. (Member), Ferrell, J. (Member), Jorgenson, J. (Member), Hassanaly, M. (Member), Pomeroy, M. (Member), Ruth, M. (Member), Guerra Fernandez, O. J. (Member), Hanes, R. (Member), Ghosh, T. (Member), Bharadwaj, V. (Member), Chen, Y. (Member), Ghoshal, D. (Member), Puente-Urbina, A. (Member), Young, A. (Member), Hill, A. (Member), Deshpande, A. (Member), Jeong-Potter, C. (Member), Chen, X. (Member), Khalifa, S. (Member), Carvalho, Q. (Member), Kiani, D. (Member), Appleby, B. (Member), Moon, H. (Member) & Baker, M. (Member)
0001Activity: Membership › Membership of network
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American Physical Society (External organization)
Rose, A. (Member), Green, P. (Fellow), Dupuis, D. (Member), Roberts, D. (Member), Yadav, G. (Member), Leahy, I. (Member), Cordell, J. (Member), Hassanaly, M. (Member), Smaha, R. (Member), White, R. (Member), Klein, R. (Member), Eichstaedt, C. (Member), Marder, S. (Fellow), Griffin, K. (Member), Ahrenkiel, R. (Fellow), Mahatara, S. (Member) & Spurgeon, S. (Member)
0001Activity: Membership › Membership of network
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Society for Industrial and Applied Mathematics (SIAM) (External organization)
Johnson, G. (Member), Mueller, J. (Member), Panda, K. (Member), Hassanaly, M. (Member), Day, M. (Member), Arsalane, W. (Member), Yoo, E. (Member) & da Silva Pereira, W. (Member)
0001Activity: Membership › Membership of network
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The Combustion Institute (External organization)
Perry, B. (Member), Hassanaly, M. (Member) & Day, M. (Member)
0001Activity: Membership › Membership of network
Awards and Honors
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Richard and Eleanor Towner Prize for Distinguished Academic Achievement
Hassanaly, M. (Recipient), 2019
Prize: Honorary award