2022 journal article
Investigation of deep learning methods for efficient high-fidelity simulations in turbulent combustion
COMBUSTION AND FLAME, 236.
2021 journal article
Algorithmically-consistent deep learning frameworks for structural topology optimization
Engineering Applications of Artificial Intelligence.
2021 journal article
An Efficient Machine-Learning Approach for PDF Tabulation in Turbulent Combustion Closure
Combustion Science and Technology, 193(7), 1258–1277.
2021 journal article
DiscretizationNet: A machine-learning based solver for Navier–Stokes equations using finite volume discretization
Computer Methods in Applied Mechanics and Engineering, 378, 113722.
2021 article
Experiment-Based Modeling of Turbulent Flames with Inhomogeneous Inlets
Ranade, R., Echekki, T., & Masri, A. R. (2021, November 16). FLOW TURBULENCE AND COMBUSTION, Vol. 11.
2020 article
DiscretizationNet: A Machine-Learning based solver for Navier-Stokes Equations using Finite Volume Discretization
(2020, May 17).
2019 article
A Framework for Data-Based Turbulent Combustion Closure: A Priori Validation
Ranade, R., & Echekki, T. (2019, May 20). Combustion and Flame, Vol. 206, pp. 490–505.
2019 journal article
A framework for data-based turbulent combustion closure: A posteriori validation
Combustion and Flame, 210, 279–291.
2019 journal article
An ANN based hybrid chemistry framework for complex fuels
FUEL, 241, 625–636.
2019 journal article
An extended hybrid chemistry framework for complex hydrocarbon fuels
FUEL, 251, 276–284.
Updated: November 15th, 2019 20:16
2019 - present
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Updated: September 20th, 2019 23:07
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