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Dynamic Mode Decomposition for Transient Cavitation Bubbles Imaging in Pulsed High-Intensity Focused Ultrasound Therapy. [PDF]

open access: yesIEEE Trans Ultrason Ferroelectr Freq Control
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A Comparative Study of Dynamic Mode Decomposition (DMD) and Dynamical Component Analysis (DyCA)

Lecture Notes in Electrical Engineering, 2020
Two dimensionality reduction methods, dynamic mode decomposition (DMD) and dynamical component analysis (DyCA), are briefly introduced and compared by application on epileptic EEG data. DMD approximates a linear operator whose eigendecomposition describes the underlying system in frequency space.
Uhl Christian
exaly   +2 more sources

Meteorological Variables Forecast Using Dynamic Mode Decomposition (DMD)

Lecture Notes in Electrical Engineering
P Lopes Dos Santos
exaly   +2 more sources

Physics-Informed Dynamic Mode Decomposition (PI-DMD)

2022
In this work, we demonstrate how physical principles – such as symmetries, invariances, and conservation laws – can be integrated into the dynamic mode decomposition (DMD). DMD is a widely-used data analysis technique that extracts low-rank modal structures and dynamics from high-dimensional measurements.
openaire   +1 more source

Study on Flow Characteristics of a Rotating Centrifugal Impeller Under Gassy Flow Based on Dynamic Mode Decomposition (DMD)

SPE Gulf Coast Section - Electric Submersible Pumps Symposium, 2023
Abstract Electric submersible pumps (ESPs) are widely used in both onshore and offshore oil fields. However, the impeller of an ESP has strong fluctuation and obvious disturbance structure under the condition of gas-liquid two-phase flow, which leads to significant performance degradation.
Jianjun Zhu   +6 more
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Data-Driven Modeling of the Flow Field Between Two PWR Surrogate Bundles Under Seismic Conditions Using Bagging-Optimized Dynamic Mode Decomposition (BOP-DMD)

20th International Topical Meeting on Nuclear Reactor Thermal Hydraulics (NURETH-20), 2023
The safe operation of nuclear reactors under severe operating conditions is a mandatory requirement for any plant design. One of the most challenging conditions is represented by earthquakes: however, works of literature discussing the response of reactor core bundles and their interaction with the moderator under seismic conditions are limited. Direct
Haidy Ibrahim   +5 more
openaire   +1 more source

Dynamic Mode Decomposition (DMD) Cardiac Phase Estimation for adult and fetal real-time MRI

ISMRM Annual Meeting
Motivation: Cardiac synchronization in adult and fetal imaging requires external devices (electrocardiogram, Doppler-ultrasound), which may compromise image quality and increase scan time. Self-gating with real-time imaging can mitigate this but may be less reliable for irregular motions and limited in fetal applications.
Ecrin Yagiz   +5 more
openaire   +1 more source

Dynamic Mode Decomposition (DMD) Analysis of the Detonation Cell-Bifurcation Process

AIAA Propulsion and Energy 2021 Forum, 2021
Pradeep K. Pavalavanni   +2 more
openaire   +1 more source

3D amplified MRI (aMRI) and Dynamic Mode Decomposition (DMD) analysis of ICP-driven cranio-spinal motion

ISMRM Annual Meeting
Motivation: Alterations in intracranial pressure (ICP) affect brain dynamics, with potential implications in idiopathic intracranial hypertension (IIH). Goal(s): To develop a dynamical analysis method that can help visualize differences in intracranial and intraspinal pulsatility following lumbar puncture.
Haribalan Kumar   +22 more
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