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Multilayer Extended Dynamic Mode Decomposition for Coupled Van der Pol Oscillators

2024 28th International Conference on Methods and Models in Automation and Robotics (MMAR)
T. Hasebe, Kenji Uchiyama, Kai Masuda
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An Extended Dynamic Mode Decomposition Rolling Prediction Method for VSC-HVDC System

2025 IEEE International Conference on Power Systems and Smart Grid Technologies (PSSGT)
Chenguang Li, Weiyu Wang, Yijia Cao, J. Li, Zhilin Yang   +4 more
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Data-Driven Voltage Analysis of an Electric Power Grid via Delay Embedding and Extended Dynamic Mode Decomposition

2020
Data-driven analysis of dynamic performance has attracted a lot of interest in the modern power grid with highly accurate measurement technologies such as Synchrophasor. In this chapter, we report the research effort to do this for voltage dynamics in a rudimentary model of power grids.
Kyoichi Sako, Yoshihiko Susuki
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Modern developments in germline pharmacogenomics for oncology prescribing

Ca-A Cancer Journal for Clinicians, 2022
Natalie M Reizine, Peter H O'donnell
exaly  

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
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Effective uptake of submicrometre plastics by crop plants via a crack-entry mode

Nature Sustainability, 2020
Lianzhen Li, Yongming Luo
exaly  

Enhancement-mode ion-based transistor as a comprehensive interface and real-time processing unit for in vivo electrophysiology

Nature Materials, 2020
Claudia Cea, Georgios Spyropoulos, Patricia Jastrzebska-Perfect   +2 more
exaly  

The default mode network in cognition: a topographical perspective

Nature Reviews Neuroscience, 2021
Jonathan Smallwood, Boris C Bernhardt, Robert Leech   +2 more
exaly  

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.
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Theoretical study of contact-mode triboelectric nanogenerators as an effective power source

Energy and Environmental Science, 2013
Simiao Niu, Sihong Wang, Long Lin
exaly