Comparing different nonlinear dimensionality reduction techniques for data-driven unsteady fluid flow modeling

H Csala, S Dawson, A Arzani - Physics of Fluids, 2022 - pubs.aip.org
Computational fluid dynamics (CFD) is known for producing high-dimensional
spatiotemporal data. Recent advances in machine learning (ML) have introduced a myriad …

Comparing different nonlinear dimensionality reduction techniques for data-driven unsteady fluid flow modeling

H Csala, S Dawson, A Arzani - Physics of Fluids, 2022 - pubs.aip.org
Computational fluid dynamics (CFD) is known for producing high-dimensional
spatiotemporal data. Recent advances in machine learning (ML) have introduced a myriad …

Comparing different nonlinear dimensionality reduction techniques for data-driven unsteady fluid flow modeling

H Csala, S Dawson, A Arzani - Physics of Fluids, 2022 - ui.adsabs.harvard.edu
Computational fluid dynamics (CFD) is known for producing high-dimensional
spatiotemporal data. Recent advances in machine learning (ML) have introduced a myriad …

[PDF][PDF] Comparing different nonlinear dimensionality reduction techniques for data-driven unsteady fluid flow modeling

H Csala, STM Dawson, A Arzani - researchgate.net
Computational fluid dynamics (CFD) is known for producing high-dimensional
spatiotemporal data. Recent advances in machine learning (ML) have introduced a myriad …