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Kim, Jae Kyoung (김재경)
부교수, (수리과학과)

http://mathsci.kaist.ac.kr/~jaekkim/index.html

Research Area
Biological Mathematics, Nonlinear Dynamics, Stochastic process
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    Data-driven shortened Insomnia Severity Index (ISI): a machine learning approach

    Jo, Hyeontae; Lim, Myna; Jeon, Hong Jun; et al, SLEEP AND BREATHING, v.28, no.4, pp.1819 - 1830, 2024-08

    2
    Dysfunctional Beliefs and Attitudes about Sleep-6 (DBAS-6): Data-driven shortened version from a machine learning approach

    Jo, Hyeontae; Jeon, Hong Jun; Ahn, Junseok; et al, SLEEP MEDICINE, v.119, pp.312 - 318, 2024-07

    3
    Beyond homogeneity: Assessing the validity of the Michaelis-Menten rate law in spatially heterogeneous environments

    Shin, Seolah; Chae, Seok Joo; Lee, Seunggyu; et al, PLOS COMPUTATIONAL BIOLOGY, v.20, no.6, 2024-06

    4
    Phosphorylation of DNA-binding domains of CLOCK–BMAL1 complex for PER-dependent inhibition in circadian clock of mammalian cells

    Otobe, Yuta; Jeong, Eui Min; Ito, Shunsuke; et al, Proceedings of the National Academy of Sciences of the United States of America, v.121, no.23, 2024-06

    5
    Causal dynamics of sleep, circadian rhythm, and mood symptoms in patients with major depression and bipolar disorder: insights from longitudinal wearable device data

    Song, Yun Min; Jeong, Jaegwon; de los Reyes, Aurelio A.; et al, EBIOMEDICINE, v.103, 2024-05

    6
    Validity conditions of approximations for a target-mediated drug disposition model: A novel first-order approximation and its comparison to other approximations

    Byun, Jong Hyuk; Jeon, Hye Seon; Yun, Hwi-yeol; et al, PLOS COMPUTATIONAL BIOLOGY, v.20, no.4, 2024-04

    7
    scLENS: data-driven signal detection for unbiased scRNA-seq data analysis

    Kim, Hyun; Chang, Won; Chae, Seok Joo; et al, NATURE COMMUNICATIONS, v.15, no.1, 2024-04

    8
    A robust ultrasensitive transcriptional switch in noisy cellular environments

    Jeong, Eui Min; Kim, Jae Kyoung, NPJ SYSTEMS BIOLOGY AND APPLICATIONS, v.10, no.1, 2024-03

    9
    Beyond microtubules: The cellular environment at the endoplasmic reticulum attracts proteins to the nucleus, enabling nuclear transport

    Chae, Seok Joo; Kim, Dae Wook; Igoshin, Oleg A.; et al, ISCIENCE, v.27, no.3, 2024-03

    10
    Circadian regulation of sinoatrial nodal cell pacemaking function: Dissecting the roles of autonomic control, body temperature, and local circadian rhythmicity

    Li, Pan; Kim, Jae Kyoung, PLOS COMPUTATIONAL BIOLOGY, v.20, no.2, 2024-02

    11
    Noisy Delay Denoises Biochemical Oscillators

    Song, Yun Min; Campbe,ll Sean; Shiau, Liejune; et al, PHYSICAL REVIEW LETTERS, v.132, no.7, 2024-02

    12
    Density physics-informed neural networks reveal sources of cell heterogeneity in signal transduction

    Jo, Hyeontae; Hong, Hyukpyo; Hwang, Hyung Ju; et al, Patterns, v.5, no.2, 2024-02

    13
    Modeling Incorporating the Severity-Reducing Long-term Immunity: Higher Viral Transmission Paradoxically Reduces Severe COVID-19 During Endemic Transition

    Hong, Hyukpyo; Noh, Ji Yun; Lee, Hyojung; et al, IMMUNE NETWORK, v.22, no.3, pp.1 - 12, 2022-06

    14
    Combined multiple transcriptional repression mechanisms generate ultrasensitivity and oscillations

    Jeong, Eui Min; Song, Yun MIn; Kim, Jae Kyoung, INTERFACE FOCUS, v.12, no.3, 2022-04

    15
    Systematic inference identifies a major source of heterogeneity in cell signaling dynamics: the rate-limiting step number

    Kim, Dae Wook; Hong, Hyukpyo; Kim, Jae Kyoung, SCIENCE ADVANCES, v.8, no.11, 2022-03

    16
    Systematic modeling-driven experiments identify distinct molecular clockworks underlying hierarchically organized pacemaker neurons

    Jeong, Eui Min; Kown, Miri; Cho, Eunjoo; et al, PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, v.119, no.8, 2022-02

    17
    Combined unsupervised-supervised machine learning for phenotyping complex diseases with its application to obstructive sleep apnea

    Ma, Eun-Yeol; Kim, Jeong-Whun; Lee, Youngmin; et al, SCIENTIFIC REPORTS, v.11, no.1, 2021-02

    18
    Robust and Tunable Toggle Switches with Interlocked Positive Feedback Loops

    Cuong Nguyen; Kim, Jae Kyoung; Han, Seung Kee, JOURNAL OF THE KOREAN PHYSICAL SOCIETY, v.77, no.4, pp.323 - 331, 2020-08

    19
    Wearable technology and systems modeling for personalized chronotherapy

    Kim, Dae Wook; Zavala, Eder; Kim, Jae Kyoung, Current Opinion in Systems Biology, v.21, pp.9 - 15, 2020-06

    20
    Bayesian inference of distributed time delay in transcriptional and translational regulation

    Choi, Boseung; Cheng, Yu-Yu; Cinar, Selahattin; et al, BIOINFORMATICS, v.36, no.2, pp.586 - 593, 2020-01
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