Vehicular applications of koopman operator theory—a survey
Koopman operator theory has proven to be a promising approach to nonlinear system
identification and global linearization. For nearly a century, there had been no efficient …
identification and global linearization. For nearly a century, there had been no efficient …
[图书][B] Latent Modes of Nonlinear Flows: A Koopman Theory Analysis
Extracting the latent underlying structures of complex nonlinear local and nonlocal flows is
essential for their analysis and modeling. In this Element the authors attempt to provide a …
essential for their analysis and modeling. In this Element the authors attempt to provide a …
Latent Modes of Nonlinear Flows--a Koopman Theory Analysis
Extracting the latent underlying structures of complex nonlinear local and nonlocal flows is
essential for their analysis and modeling. In this work, we attempt to provide a consistent …
essential for their analysis and modeling. In this work, we attempt to provide a consistent …
Koopman Operator-based System Identification & Prediction in Vehicular Applications with Nonlinear Dynamics
WA Manzoor - 2023 - deepblue.lib.umich.edu
This dissertation presents the development and applications of Koopman operator theory for
solving system identification and prediction problems in the domain of vehicular systems …
solving system identification and prediction problems in the domain of vehicular systems …
[PDF][PDF] The Effect of Design-Based Learning Integrated with Educational Neuroscience Instructional Model on Students' Learning Outcomes, Executive Functions, and …
W Runganurak, T Bunterm, S Uopasai… - Pertanika Journal of …, 2022 - academia.edu
The investigation examined the consequences of design-based learning integrated with the
educational neuroscience instructional model (DEN) and conventional instructional model …
educational neuroscience instructional model (DEN) and conventional instructional model …
Unsupervised Learning of the Total Variation Flow
TG Grossmann, S Dittmer, Y Korolev… - arXiv preprint arXiv …, 2022 - arxiv.org
The total variation (TV) flow generates a scale-space representation of an image based on
the TV functional. This gradient flow observes desirable features for images such as sharp …
the TV functional. This gradient flow observes desirable features for images such as sharp …
[PDF][PDF] Examining the limitations of dynamic mode decomposition through koopman theory analysis
This work binds the existence of Koopman Eigenfunction (KEF), the geometric of the
dynamics, and the validity of Dynamic Mode Decomposition (DMD) to one coherent theory …
dynamics, and the validity of Dynamic Mode Decomposition (DMD) to one coherent theory …
Total-Variation--Fast Gradient Flow and Relations to Koopman Theory
The space-discrete Total Variation (TV) flow is analyzed using several mode decomposition
techniques. In the one-dimensional case, we provide analytic formulations to Dynamic Mode …
techniques. In the one-dimensional case, we provide analytic formulations to Dynamic Mode …