Research Output per Year
Research Output per Year
Overview
Personal Profile
Olga Doronina applies her expertise in turbulence modeling, computational fluid dynamics, machine learning, and statistical methods to NREL’s research projects. Currently, Olga is working on developing a surrogate model of non-ideal reacting flows in an oxy-combustor and building a computational tool for wind turbine blade representation.
Research Interests
Turbulent flows
Machine learning
Bayesian analysis
Education/Academic Qualification
Master, Applied Mathematics and Physics, Moscow Institute of Physics and Technology
Bachelor, Applied Mathematics and Physics, Moscow Institute of Physics and Technology
PhD, Mechanical Engineering, University of Colorado
Master, Mechanical Engineering, University of Colorado
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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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Handling Iterative Solvers in an Algorithmic Differentiation Framework Using Implicit Methods
Allen, J., Doronina, O., Maack, J., Young, E., Ning, A., Cardoza, A. & Green, E., 2024, National Renewable Energy Laboratory (NREL).Research output: NREL › Poster
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Multi-Fidelity Modeling and Control for Building Temperature Control
Wald, D., Johnson, K., Doronina, O., Chintala, R., King, R., Vaidhynathan, D. & Sanyal, J., 2024, 28 p.Research output: NREL › Presentation
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The Pele Simulation Suite for Reacting Flows at Exascale
Henry de Frahan, M., Esclapez, L., Rood, J., Wimer, N., Mullowney, P., Perry, B., Owen, L., Sitaraman, H., Yellapantula, S., Hassanaly, M., Rahimi, M., Martin, M., Doronina, O., A., S., Reith, M., Ge, W., Sankaran, R., Almgren, A., Zhang, W. & Bell, J. & 3 others, , 2024, p. 13-25. 13 p.Research output: Contribution to conference › Paper
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Aerodynamic Sensitivity of a Novel Data-Driven Airfoil Shape Representation Framework
Doronina, O., Lee, B., Grey, Z. & Glaws, A., 2023, National Renewable Energy Laboratory (NREL).Research output: NREL › Poster
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Examination of a Methane/Diesel RCCI Engine Using Pele: Preprint
Wimer, N., Esclapez, L., Henry de Frahan, M., Rahimi, M., Hassanaly, M., Perry, B., Rood, J., Yellapantula, S., Sitaraman, H., Martin, M., Doronina, O., Appukuttan, S., Rieth, M. & Day, M., 2023. 13 p.Research output: Contribution to conference › Paper