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98 results on '"Karthik Duraisamy"'

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1. Estimating global identifiability using conditional mutual information in a Bayesian framework

2. PLATFORM: Parallel Linear Algebra Tool FOr Reduced Modeling

3. Component-Based Reduced Order Modeling of Large-Scale Complex Systems

4. Disentangling Generative Factors of Physical Fields Using Variational Autoencoders

5. Long-Time Predictive Modeling of Nonlinear Dynamical Systems Using Neural Networks

12. Large-eddy simulation and challenges for projection-based reduced-order modeling of a gas turbine model combustor

13. A unified understanding of scale-resolving simulations and near-wall modelling of turbulent flows using optimal finite-element projections

15. An adaptive mesh refinement approach based on optimal sparse sensing

16. Physics-Informed Probabilistic Learning of Linear Embeddings of Nonlinear Dynamics with Guaranteed Stability

18. Non-Intrusive Parametric Reduced Order Models For The Prediction Of Internal And External Flow Fields Over Automobile Geometries

21. Entropy-stable schemes in the low-Mach-number regime: Flux-preconditioning, entropy breakdowns, and entropy transfers

22. Sparsity-promoting algorithms for the discovery of informative Koopman-invariant subspaces

23. Subgrid-scale characterization and asymptotic behavior of multidimensional upwind schemes for the vorticity transport equations

24. Non-intrusive Balancing Transformation of Highly Stiff Systems with Lightly-damped Impulse Response

25. Disentangling Generative Factors of Physical Fields Using Variational Autoencoders

26. Model Reduction for Multi-Scale Transport Problems using Model-form Preserving Least-Squares Projections with Variable Transformation

29. Data-Driven Modal Decomposition Techniques for High-Dimensional Flow Fields

30. Multi-level Convolutional Autoencoder Networks for Parametric Prediction of Spatio-temporal Dynamics

31. Multi-dimensional finite volume scheme for the vorticity transport equations

32. Active and Passive Helicopter Noise Reduction Using the AVINOR/HELINOIR Code Suite

33. Data-Driven Discovery of Closure Models

34. A dynamic subgrid scale model for Large Eddy Simulations based on the Mori–Zwanzig formalism

36. Machine-Learning-Augmented Predictive Modeling of Turbulent Separated Flows over Airfoils

37. Aerodynamic optimization of shrouded wind turbines

38. A minimum entropy principle in the compressible multicomponent Euler equations

39. Modal Analysis of Fluid Flows: Applications and Outlook

40. Quad-rotor Flight Simulation in Realistic Atmospheric Conditions

45. Variational Multiscale Closures for Finite Element Discretizations Using the Mori-Zwanzig Approach

46. Investigations and Improvement of Robustness of Reduced-Order Models of Reacting Flow

47. Prediction of Aerodynamic Flow Fields Using Convolutional Neural Networks

49. Electrochemical Modeling of PEM Fuel Cells

50. A segregated explicit algebraic structure-based model for wall-bounded turbulent flows

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