A data-driven approach for analyzing Hall thruster discharge instability leading to plasma blowoff

M Lee, D Kim, J Lee, Y Kim, M Yi - Acta Astronautica, 2023 - Elsevier
The Hall-effect thruster is a prominent space propulsion system, providing a high specific
impulse and thrust-to-power ratio. However, detrimental phenomena occurring in Hall …

[HTML][HTML] Fokker–Planck modeling of the stochastic dynamics of a Rijke tube

M Lee, V Gupta, LKB Li - Chaos: An Interdisciplinary Journal of …, 2024 - pubs.aip.org
We derive and numerically validate a low-order oscillator model to capture the stochastic
dynamics of a prototypical thermoacoustic system (a Rijke tube) undergoing a subcritical …

A numerically efficient output-only system-identification framework for stochastically forced self-sustained oscillators

M Lee, KT Kim, J Park - Probabilistic Engineering Mechanics, 2023 - Elsevier
Self-sustained oscillations are ubiquitous in nature and engineering. In this paper, we
propose a novel output-only system-identification framework for identifying the system …

Anomalous crystalline ordering of particles in a viscoelastic fluid under high shear

S Sun, N Xue, S Aime, H Kim, J Tang… - Proceedings of the …, 2023 - National Acad Sciences
Addition of particles to a viscoelastic suspension dramatically alters the properties of the
mixture, particularly when it is sheared or otherwise processed. Shear-induced stretching of …

[HTML][HTML] Numerical aspects of noise-induced dynamics in continuous combustion systems

M Lee - Journal of the Korean Society of Combustion, 2023 - jkosco.org
Combustion systems are exposed to intrinsic and extrinsic noise arising from various
sources. Contrasting the conventional viewpoint of treating noise as signal contamination …

Fokker-Planck dynamics of two coupled van der Pol oscillators subjected to stochastic forcing

M Lee, V Gupta, LKB Li - Physical Review E, 2024 - APS
We present probabilistic solutions to a pair of mutually coupled Van der Pol oscillators
subjected to stochastic forcing. We consider three different types of coupling: reactive …

[PDF][PDF] Data-Driven Methods for Dynamic Systems

JJ Bramburger - 2024 - SIAM
Excerpt This book grew out of multiple stimulating conversations with Nathan Kutz while I
was a postdoc at the University of Washington. It began with joking about taking our favorite …

An image-based spatiotemporal approach for detecting coherence resonance in annular model gas-turbine combustor

S Guk, S Seo, M Lee - Physics of Fluids, 2024 - pubs.aip.org
When exposed to an intermediate level of noise, dynamical systems near a Hopf bifurcation
can reveal deterministic information about the impending oscillatory mode. Known as the …

Real-Time Motion Detection Using Dynamic Mode Decomposition

M Mignacca, S Brugiapaglia, JJ Bramburger - arXiv preprint arXiv …, 2024 - arxiv.org
Dynamic Mode Decomposition (DMD) is a numerical method that seeks to fit timeseries data
to a linear dynamical system. In doing so, DMD decomposes dynamic data into spatially …

Monte-Carlo Simulation for Analyzing the Performance Variation of a Liquid Rocket Engine Using Gas-Generator Cycle

S Park, E Lee, M Lee - International Journal of Aeronautical and Space …, 2024 - Springer
The performance of liquid rocket engines is influenced by randomness arising from various
sources, making deterministic analyses imprecise. Recognizing this issue, we perform a …