Personal profile
Education
o (2012) B.A., Seoul National University
o (2013) Ph.D., University of Michigan, Ann Arbor
o (2013) Ph.D., University of Michigan, Ann Arbor
Professional Experience
o (2022~Present) Assistant Professor, KAIST, Daejeon o (2021~Present) Chief Investigator, Biomedical Mathematics Group, IBS o (2019~Present) Young Korean Academy of Science and Technology, Korea
o (2021~2022) Postdoctoral Researcher, Korea Institute of Science & Technology (KIST), Seoul, Korea
o (2021~2022) Postdoctoral Researcher, Korea Institute of Science & Technology (KIST), Seoul, Korea
Research interests
Nonlinear dynamics, Stochastic process, Inference, AI, Systems biology, Synthetic biology, Biochemical networks, Circadian rhythms, Sleep, Cancer, Single-cell data, Pharamcokinetics
Major Research Achievements
1. Developed mathematical models to understand and regulate the circadian clock's response to temperature changes and other factors, enhancing our understanding of biological rhythms.
2. Created mathematical models and pharmacology profiles for drugs to treat diseases associated with disrupted circadian rhythms, improving drug efficacy predictions.
3. First to prove the validity of the stochastic quasi-steady state approximation (QSSA) and developed methods to identify when and how to use it effectively in biological systems.
Discovered and corrected errors in the 4. FDA's drug interaction equations, significantly improving the prediction accuracy of drug metabolism and interactions.
5. Developed software tools for biological research, including models for biological oscillators and algorithms for Bayesian inference and stochastic analysis.
2. Created mathematical models and pharmacology profiles for drugs to treat diseases associated with disrupted circadian rhythms, improving drug efficacy predictions.
3. First to prove the validity of the stochastic quasi-steady state approximation (QSSA) and developed methods to identify when and how to use it effectively in biological systems.
Discovered and corrected errors in the 4. FDA's drug interaction equations, significantly improving the prediction accuracy of drug metabolism and interactions.
5. Developed software tools for biological research, including models for biological oscillators and algorithms for Bayesian inference and stochastic analysis.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A fully automated, data-driven approach for dimensionality reduction and clustering in single-cell RNA-seq analysis
Kim, H., Ardi, F. R., Spinicci, K. & Kim, J. K., Jun 2026, In: Computer Methods and Programs in Biomedicine Update. 9, 100232.Research output: Contribution to journal › Article › peer-review
Open Access -
A reframed landscape of causal emergence
Cawiding, O. R., Song, Y. M. & Kim, J. K., 9 Jan 2026, In: Patterns. 7, 1, 101476.Research output: Contribution to journal › Comment/debate
Open Access -
Beyond the Michaelis–Menten: Evaluation of a tQSSA-Based IVIVE Approach for Predicting In Vivo Intrinsic Clearance From Hepatocyte Assays
Vu, N. A. T., Song, Y. M., Kim, S. K., Yun, H. Y., Lee, S., Kim, J. K. & Chae, J. W., Feb 2026, In: CPT: Pharmacometrics and Systems Pharmacology. 15, 2, e70169.Research output: Contribution to journal › Article › peer-review
Open Access -
Machine-Learning Validated Short Form of the Korean Version of the Sleep-Related Behaviors Questionnaire-10 Items: SRBQ-10
Jeon, S., Jeong, E. M., Bang, Y. R., Ahn, J., Yoo, S., Kim, J. K. & Chung, S., 2026, In: Behavioral Sleep Medicine. 24, 1, p. 1-14 14 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
NEURAL NETWORK-BASED PARAMETER ESTIMATION FOR NONAUTONOMOUS DIFFERENTIAL EQUATIONS WITH DISCONTINUOUS SIGNALS
Jo, H., Josić, K. & Kim, J. K., 23 Jan 2026, In: SIAM Journal on Applied Mathematics. 86, 1, p. 327-347 21 p.Research output: Contribution to journal › Article › peer-review
Press/Media
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Scientists re-writes FDA-recommended equation to improve estimation of drug-drug interaction
Kim, J. K., Kim, K.-S., Kim, K.-K. & Kim, K. M.
12/05/25
1 item of Media coverage
Press/Media
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Institute for Basic Science Reports Findings in Climate Change (Disentangling climate's dual role in dengue dynamics: A multiregion causal analysis study)
24/02/25
1 item of Media coverage
Press/Media
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Scientifically Speaking | The sleep monitor on your wrist might just save your life
Kim, J. K., Kim, K.-S. & Kim, K.-K.
22/01/25
2 items of Media coverage
Press/Media