Results 231 to 240 of about 17,477 (250)

Multilayer Extended Dynamic Mode Decomposition for Coupled Van der Pol Oscillators

2024 28th International Conference on Methods and Models in Automation and Robotics (MMAR)
Kenji Uchiyama
exaly   +2 more sources

Extended Dynamic Mode Decomposition with Invertible Dictionary Learning

Neural Networks
The Koopman operator has received attention for providing a potentially global linearization representation of the nonlinear dynamical system. To estimate or control the original system, the invertibility problem is introduced into the data-driven modeling, i.e., the observables are required to be reconstructed the original system's states.
Yuhong Jin, Lei Hou, Shun Zhong
openaire   +2 more sources

Linear Control of a Nonlinear Aerospace System via Extended Dynamic Mode Decomposition

AIAA SCITECH 2022 Forum, 2022
The linear representation of nonlinear systems dynamics has a tremendous potential to enable the estimation, prediction, and control of nonlinear systems using standard and well-known methodologies available for linear systems. Numerical algorithms such as the Extended Dynamic Mode Decomposition (EDMD) has been recently proposed to identify, from ...
Cartocci, Nicholas, Monarca, Agnese, Costante, Gabriele, Fravolini, Mario Luca, Dogan, Kadriye Merve, Yucelen, Tansel   +5 more
openaire   +3 more sources

Koopman operators and Extended dynamic mode decomposition for the inverted pendulum

2022 4th International Conference on Industrial Artificial Intelligence (IAI), 2022
John Leventides, Evangelos Melas, Costas Poulios   +2 more
openaire   +1 more source

Wavelet-based Dynamic Mode Decomposition in the Context of Extended Dynamic Mode Decomposition and Koopman Theory

Koopman theory is widely used for data-driven modeling of nonlinear dynamical systems. One of the well-known algorithms that stem from this approach is the Extended Dynamic Mode Decomposition (EDMD), a data-driven algorithm for uncontrolled systems. In this thesis, we will start by discussing the EDMD algorithm.
openaire   +1 more source

Koopman Operators and Extended Dynamic Mode Decomposition for Economic Growth Models in Terms of Fractional Derivatives

Lecture notes in operations research, 2023
Costas Poulios, Leventides John
exaly  

Data-Based Voltage Analysis of Power Systems via Delay Embedding and Extended Dynamic Mode Decomposition

IFAC-PapersOnLine, 2018
Yoshihiko Susuki
exaly  

Observability of Koopman Representations and Output Canonical Extended Dynamic Mode Decomposition

2024 IEEE 63rd Conference on Decision and Control (CDC)
Hyunsang Park, Inseok Hwang 0002
openaire   +1 more source

Extended Proper Orthogonal Decomposition (EPOD) and Dynamic Mode Decomposition (DMD) for Analysis of Mesoscale Burner Array Flame Dynamics

2018 AIAA Aerospace Sciences Meeting, 2018
Rajavasanth Rajasegar, Jeongan Choi, Shruti Ghanekar, Constandinos M. Mitsingas, Eric Mayhew, Qili Liu, Jihyung Yoo, Tonghun Lee   +7 more
openaire   +1 more source

Dimension of Lift and Numerical Stability in Extended Dynamic Mode Decomposition

2025 SICE International Symposium on Control Systems (SICE ISCS)
Tatsuki Hasebe, Kenji Uchiyama, Kai Masuda   +2 more
openaire   +1 more source