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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
    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

    2
    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

    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
    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

    5
    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

    6
    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

    7
    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

    8
    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

    9
    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

    10
    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

    11
    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

    12
    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

    13
    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

    14
    What Does it Take to Make Model-Informed Precision Dosing Common Practice? Report from the 1st Asian Symposium on Precision Dosing

    Polasek, Thomas M.; Rostami-Hodjegan, Amin; Yim, Dong-Seok; et al, AAPS JOURNAL, v.21, no.2, 2019-03

    15
    Waveforms of molecular oscillations reveal circadian timekeeping mechanisms

    Jo, Hang-Hyun; Kim, Yeon Jeong; Kim, Jae Kyoung; et al, COMMUNICATIONS BIOLOGY, v.1, no.1, 2018-11

    16
    Beyond the Michaelis-Menten equation: Accurate and efficient estimation of enzyme kinetic parameters

    Choi, Boseung; Rempala, Grzegorz A.; Kim, Jae Kyoung, SCIENTIFIC REPORTS, v.7, pp.1 - 11, 2017-12

    17
    REDUCTION FOR STOCHASTIC BIOCHEMICAL REACTION NETWORKS WITH MULTISCALE CONSERVATIONS

    Kim, Jae Kyoung; Rempala, Grzegorz A.; Kang, Hye-Won, MULTISCALE MODELING & SIMULATION, v.18, no.4, pp.1376 - 1403, 2017-10

    18
    Reduction of multiscale stochastic biochemical reaction networks using exact moment derivation

    Kim, Jae Kyoung; Sontag, Eduardo D., PLOS COMPUTATIONAL BIOLOGY, v.13, no.6, 2017-06

    19
    Model-driven experimental approach reveals the complex regulatory distribution of p53 by the circadian factor Period 2

    Gotoh, Tetsuya; Kim, Jae Kyoung; Liu, Jingjing; et al, PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, v.113, no.47, pp.13516 - 13521, 2016-11

    20
    Protein sequestration versus Hill-type repression in circadian clock models

    Kim, Jae Kyoung, IET SYSTEMS BIOLOGY, v.10, no.4, pp.125 - 135, 2016-08
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