Karthik Duraisamy
University of Michigan(US)Michigan Center for Translational Pathology(US)Institute for Social Research(NO)Marymount University(US)
Publications by Year
Research Areas
Model Reduction and Neural Networks, Fluid Dynamics and Turbulent Flows, Computational Fluid Dynamics and Aerodynamics, Probabilistic and Robust Engineering Design, Fluid Dynamics and Vibration Analysis
Most-Cited Works
- → Turbulence Modeling in the Age of Data(2018)1,367 cited
- → Modal Analysis of Fluid Flows: Applications and Outlook(2019)598 cited
- → A paradigm for data-driven predictive modeling using field inversion and machine learning(2015)586 cited
- → Using field inversion to quantify functional errors in turbulence closures(2016)214 cited
- → Liszt(2011)199 cited
- → Multi-level convolutional autoencoder networks for parametric prediction of spatio-temporal dynamics(2020)165 cited
- → Physics-Informed Probabilistic Learning of Linear Embeddings of Nonlinear Dynamics with Guaranteed Stability