Concepedia

S. Ashwin Renganathan

SA

8

Publications

297

Citations

8

H-Index

2018

Active since

Affiliations

Argonne National Laboratory(Current)

Georgia Institute of Technology

University of Utah

The University of Texas at Dallas

S. Ashwin Renganathan is an author at Argonne National Laboratory specializing in engineering, machine learning, and systems engineering.

Top concepts

EngineeringMachine LearningSystems EngineeringAerodynamicsData ScienceInverse ProblemsSpace EngineeringModeling And SimulationUncertainty QuantificationDeep Learning

Publications per year

2018–2022

8

Publications

8

Machine learning for nonintrusive model order reduction of the parametric inviscid transonic flow past an airfoil

S. Ashwin Renganathan, Romit Maulik, Vishwas Rao · Physics of Fluids · 2020 · 92 citations · Full text

Numerical Analysis, Model Optimization, Reduced Order Modeling +15

Aerodynamic Data Fusion Toward the Digital Twin Paradigm

S. Ashwin Renganathan, Kohei Harada, Dimitri N. Mavris · AIAA Journal · 2020 · 57 citations · Full text

Aeroacoustics, Engineering, Aerospace Simulation +18

Data-driven wind turbine wake modeling via probabilistic machine learning

S. Ashwin Renganathan, Romit Maulik, Stefano Letizia et al. · Neural Computing and Applications · 2022 · 49 citations · Full text

Engineering, Machine Learning, Data Science +8

Empirical Assessment of Deep Gaussian Process Surrogate Models for Engineering Problems

Dushhyanth Rajaram, Tejas G. Puranik, S. Ashwin Renganathan et al. · Journal of Aircraft · 2020 · 28 citations · Full text

Model Optimization, Hyperparameter Estimation, Engineering +15

Koopman-Based Approach to Nonintrusive Projection-Based Reduced-Order Modeling with Black-Box High-Fidelity Models

S. Ashwin Renganathan, Yingjie Liu, Dimitri N. Mavris · AIAA Journal · 2018 · 23 citations

Numerical Analysis, Reduced Order Modeling, Engineering +17

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