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김필원
Kim, Pilwon

김필원

수리과학과

  • Nonlinear and Complex Dynamics
  • Website
Research Interests
Complex systems;collective dynamics;Nonlinear Dynamical Systems;복잡계;군집 동역학;비선형 동역학
Lab Description
A complex nonlinear system is a system composed of many interacting parts which as a whole exhibits emerging properties beyond those of the individual parts. Examples include climate, nervous systems, cells and living things, ant colonies, human economies and social structures. The primary objective of research on nonlinear complex systems is to provide unified mathematical frameworks integrating interwoven themes of theory of dynamical systems, numerical modeling and analysis, and engineering and technology applications.
Researcher ID Research Gate ORCiD Scopus Google Scholar
Previous
Estimation of undetected asymptomatic infections of COVID-19: a mathematical modeling approach File

Choi, Yongin , Kim, Pilwon , Lee, Chang Hyeong

Article Issue Date2025-12 View17
Unsupervised reservoir computing for multivariate denoising of severely contaminated signals File

Choi, Jaesung , Kim, Pilwon

Article Issue Date2025-11 View88
Homotopy Reservoir Computing: Harnessing Chaos for Computation File

Choi, Jaesung , Kim, Pilwon

Article Issue Date2025-09 View133
Signal-noise separation using unsupervised reservoir computing File

Choi, Jaesung , Kim, Pilwon

Article Issue Date2025-08 View67
Selective inhibition in CA3: A mechanism for stable pattern completion through heterosynaptic plasticity File File

Kim, Gyeongtae , Kim, Pilwon

Article Issue Date2025-07 View67
STDP-based Associative Memory Formation and Retrieval File

Yoon, Hongkyu , Kim, Pilwon

Article Issue Date2023-04 View101
Early warning for critical transitions using machine-based predictability File File

Choi, Jaesung , Kim, Pilwon

Article Issue Date2022-09 View177
An STDP-based encoding method for associative and composite data File File

Yoon, Hong-Gyu , Kim, Pilwon

Article Issue Date2022-03 View155
Effects of adaptive acceleration response of birds on collective behaviors File

Jung, Narina , Weon, Byung Mook , Kim, Pilwon

Article Issue Date2022-03 View110
Group formation in a dominance-seeking contest File

LEE, Dongryul , Kim, Pilwon

Article Issue Date2022-01 View96
PDE-guided reservoir computing for image denoising with small data File

Jeon, Jongha , Kim, Pilwon , Jang, Bongsoo , Kim, Yunho

Article Issue Date2021-07 View125
Mathematical analysis of crime dynamics in and out of prisons File

Park, Jongo , Kim, Pilwon

Article Issue Date2021-01 View199
Reservoir Computing based on Quenched Chaos File File

Choi, Jaesung , Kim, Pilwon

Article Issue Date2020-11 View123
Repeated Minimum-Effort Coordination Games File

Kim, Pilwon , Lee, Dongryul

Article Issue Date2019-09 View81
Critical Neuromorphic Computing based on Explosive Synchronization File

Kim, Pilwon , Choi, Jaesung

Article Issue Date2019-04 View103
A Population-Based Optimization Method Using Newton Fractal File

Jeong, Soyeong , Kim, Pilwon

Article Issue Date2019-03 View141
Isolation and exploitation of minority: Game theoretical analysis File File

Lee, Dongryul , Kim, Pilwon

Article Issue Date2018-10 View99
RECURRENT SYNCHRONIZATION OF COUPLED OSCILLATORS WITH SPONTANEOUS PHASE REFORMAT File

Jeon, Jong-ha , Kim, Pilwon

Article Issue Date2018-10 View96
Group formation under limited resources: narrow basin of equality File File

Lee, Dongryul , Kim, Pilwon

Article Issue Date2018-07 View89
Epidemic Spreading in Complex Networks with Resilient Nodes: Applications to FMD File File

Kim, Pilwon , Lee, Chang Hyeong

Article Issue Date2018-03 View153
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