Michael D. Graham
University of Wisconsin-Madison
H-index: 60
North America-United States
Top articles of Michael D. Graham
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Data-driven state-space and Koopman operator models of coherent state dynamics on invariant manifolds | Journal of Fluid Mechanics | C Ricardo Constante-Amores Michael D Graham | 2024/4 |
Enhancing predictive capabilities in data-driven dynamical modeling with automatic differentiation: Koopman and neural ODE approaches | Chaos: An Interdisciplinary Journal of Nonlinear Science | C Ricardo Constante-Amores Alec J Linot Michael D Graham | 2024/4/1 |
Nested traveling wave structures in elastoinertial turbulence | arXiv preprint arXiv:2403.06815 | Manish Kumar Michael D Graham | 2024/3/11 |
Flow instabilities in circular Couette flow of wormlike micelle solutions with a reentrant flow curve | Journal of Non-Newtonian Fluid Mechanics | Richard J Hommel Michael D Graham | 2024/2/1 |
Self-similar, spatially localized structures in turbulent pipe flow from a data-driven wavelet decomposition | Bulletin of the American Physical Society | Alex Guo Daniel Floryan Michael D. Graham | 2023/11/20 |
Marginated aberrant red blood cells induce pathologic vascular stress fluctuations in a computational model of hematologic disorders | Science Advances | Xiaopo Cheng Christina Caruso Wilbur A Lam Michael D Graham | 2023/11/29 |
Unraveling Turbulent Pipe Flow Dynamics: Data-Driven Models at Re= 2500 | Bulletin of the American Physical Society | C Ricardo Constante-Amores Alec Linot Michael Graham | 2023/11/19 |
20th International workshop on numerical methods in non-Newtonian flows | Ian Frigaard Michael D Graham J Esteban López-Aguilar Seyed M Taghavi Lin Zhou | 2023/3/1 | |
Turbulence control in plane Couette flow using low-dimensional neural ODE-based models and deep reinforcement learning | International Journal of Heat and Fluid Flow | Alec J Linot Kevin Zeng Michael D Graham | 2023/6/1 |
Elastoinertial nonlinear traveling waves | Bulletin of the American Physical Society | Manish Kumar Michael Graham | 2023/11/21 |
Effect of polymer additives on dynamics of water level in an open channel | Journal of Non-Newtonian Fluid Mechanics | Manish Kumar Michael D Graham | 2023/11/1 |
Stabilized neural ordinary differential equations for long-time forecasting of dynamical systems | Journal of Computational Physics | Alec J Linot Joshua W Burby Qi Tang Prasanna Balaprakash Michael D Graham | 2023/2/1 |
Autoencoders for discovering manifold dimension and coordinates in data from complex dynamical systems | arXiv preprint arXiv:2305.01090 | Kevin Zeng Carlos E Pérez De Jesús Andrew J Fox Michael D Graham | 2023/5/1 |
Free-space and near-wall dynamics of a flexible sheet sedimenting in Stokes flow | arXiv preprint arXiv:2310.08722 | Yijiang Yu Michael Graham | 2023/10/12 |
Data-driven symmetry-aware low-dimensional models for predicting turbulent fluid flows | Bulletin of the American Physical Society | Carlos Perez De Jesus Alec Linot Michael Graham | 2023/11/21 |
Dynamics of a data-driven low-dimensional model of turbulent minimal Couette flow | Journal of Fluid Mechanics | Alec J. Linot Michael D. Graham | 2023 |
Structure and dynamics of turbulence in viscoelastic channel flow | Science Talks | Michael D Graham | 2023/5/1 |
Scattering-Informed Microstructure Prediction during Lagrangian Evolution (SIMPLE)—a data-driven framework for modeling complex fluids in flow | Rheologica Acta | Charles D Young Patrick T Corona Anukta Datta Matthew E Helgeson Michael D Graham | 2023/10 |
Low-dimensional data-driven modeling through temporally parameterized neural networks for geophysical forecasting | Bulletin of the American Physical Society | Andrew Fox Michael Graham | 2023/11/19 |
Data-driven low-dimensional dynamic model of Kolmogorov flow | Physical Review Fluids | Carlos E Pérez De Jesús Michael D Graham | 2023/4/10 |
Co-Authors
