Papers & Talks
Papers
Google Scholar Profile
†: (co-)1st author · *: (co-)corresponding author
Preprints & In Preparation
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Necessary and sufficient conditions of the existence of finite dimensional subspace invariant under polynomial ODEs In Prep
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Connection between structural sensitivity analysis and metabolic control analysis In Prep
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Efficient algorithm for finding a finite-dimensional Koopman representation In Prep
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Ubiquitous asymptotic robustness in biochemical systems arXiv
Published & Accepted
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A history-dependent approach for accurate initial condition estimation in epidemic models JournalPLoS Computational Biology, 2025
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Topological criterion for robust perfect adaptation of reaction fluxes in biological networks JournaliScience, 2025
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Overcoming bias in estimating epidemiological parameters with realistic history-dependent disease spread dynamics JournalNature Communications, 2024
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Density physics-informed neural networks reveal sources of cell heterogeneity in signal transduction JournalPatterns, 2023
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Inferring delays in partially observed gene regulation processes JournalBioinformatics, 2023
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Computational translation framework identifies biochemical reaction networks with special topologies and their long-term dynamics JournalSIAM Journal on Applied Mathematics, 2023
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Modeling incorporating the severity-reducing long-term immunity: higher viral transmission paradoxically reduces severe COVID-19 during endemic transition JournalImmune Network, 2022
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Systematic inference identifies a major source of heterogeneity in cell signaling dynamics: The rate-limiting step number JournalScience Advances, 2022
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Universally valid reduction of multiscale stochastic biochemical systems with simple non-elementary propensities JournalPLoS Computational Biology, 2021
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Hierarchical Bayesian models for inference in biochemical reactions with delays JournalBioinformatics, 2021
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Personalized sleep-wake patterns aligned with circadian rhythm relieve daytime sleepiness JournaliScience, 2021
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Derivation of stationary distributions of biochemical reaction networks via structure transformation JournalCommunications Biology, 2021
Book Chapters
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Beyond the Michaelis-Menten: Bayesian inference for enzyme kinetic analysis LinkComputational Methods for Estimating the Kinetics Parameters of Biological Systems, vol 2385. Humana, New York, NY.
Invited Talks
SMB: Society for Mathematical Biology · KSMB: Korean SMB · SIAM: Society for Industrial and Applied Mathematics · KSIAM: Korean SIAM · KMS: Korean Mathematical Society
- Apr. 28, 2026 (Planned) Online Seminar on Formal Reaction Kinetics, Online — link
- Feb. 26, 2026 Mathematics of Reaction Networks (MoRN) Seminar, Online — link · YouTube recording
- Nov. 21, 2025 Math Bio Seminar at Duke University, Durham, NC, USA
- Nov. 20, 2025 Seminar in the TPB Cluster at NC State University, Durham, NC, USA
- Nov. 19, 2025 Seminar in the Dept. of Math. at NC State University, Durham, NC, USA
- Nov. 13, 2025 Seminar at Seoul National University, Seoul, Korea
- Oct. 31, 2025 UW–Madison Applied and Computational Mathematics Seminar, Madison, WI, USA — link
- Oct. 28, 2025 Midwest Mathematical Biology Seminar, Online — link
- Oct. 10, 2025 SMB Annual Meeting, Minisymposium, Seoul, Korea
- Jul. 22, 2025 SIAM Annual Meeting, Minisymposium, Montréal, Canada
- Jun. 19, 2025 KSMB Annual Meeting, Special session, Daejeon, Korea
- Apr. 25, 2025 PDE & Mathematical Biology Seminar, UW–Madison, Madison, WI, USA
- Jan. 10, 2025 JMM 2025, Special session, Seattle, WA, USA
- Nov. 22, 2024 KSIAM Annual Conference, Special session, Jeju, Korea
- Nov. 21, 2024 Korean Biophysical Society, Jeju, Korea
- Jul. 12, 2024 KSMB-SMB Joint Annual Meeting, Minisymposium, Seoul, Korea
- Nov. 14, 2023 UW–Madison Applied Algebra Seminar, Madison, WI, USA
- Oct. 20, 2023 KSIAM Annual Conference, Special session, Jeju, Korea
- Sep. 20, 2023 Seoul National University, Department of Mathematical Sciences, Seoul, Korea
- Jul. 22, 2023 SMB Annual Meeting, Minisymposium, Columbus, OH, USA
- Jun. 27, 2023 The 8th CIJK International Conference on Mathematical and Theoretical Biology, Minisymposium, Jeju, Korea
- May 19, 2023 KSIAM Spring Conference, Special session, Pyeongchang, Korea
- Dec. 19, 2022 Mini-workshop on Recent Trends in Pure and Applied Mathematics, Daejeon, Korea
- Nov. 21, 2022 Population Approach Group Korea Annual Meeting, Seoul, Korea
- Oct. 19, 2022 Global KMS International Conference, Special session, Seoul, Korea
- Jun. 25, 2022 KSMB Annual Meeting, Special session, Yeosu, Korea
- May 28, 2022 KSIAM Spring Conference, Special session, Daejeon, Korea
- Aug. 27, 2021 KSMB Annual Meeting, Special session, Online
- Jun. 16, 2021 SMB Annual Meeting, Minisymposium, Online
- May 27, 2021 SIAM Conference on Dynamical Systems, Minisymposium, Online
- May 13, 2021 Seminar on the Mathematics of Reaction Networks, Online — link · YouTube recording
- Oct. 24, 2020 KMS Annual Meeting, Minisymposium, Online
Contributed Talks & Posters
- Jun. 27, 2024 KSMB-SMB Satellite Workshop: Tutorials for Recent Advances in Methods of Biomedical Mathematics, Daejeon, Korea (Poster)
- Jun. 10, 2024 SPT Workshop on Reaction Networks, Cagliari, Italy
- Jul. 14, 2023 Dynamical Systems in the Life Sciences, Columbus, OH, USA (Poster)
- Dec. 6, 2022 Workshop on Non-equilibrium Phenomena in Physics and Biology, Gyeongju, Korea (Poster)
- Nov. 26, 2022 KSIAM Annual Conference, Jeju, Korea
- Oct. 11, 2022 International Conference on Systems Biology, Short talk, Berlin, Germany
- Jul. 14, 2022 SIAM Conference on the Life Sciences, Pittsburgh, PA, USA
- May 17, 2022 SRBR Biennial Conference, Jacksonville, FL, USA (Poster)
- Dec. 17, 2021 KSMB Winter Conference, Jeju, Korea (Poster)
- Dec. 4, 2021 KSIAM Annual Conference, Busan, Korea (Poster)
- Sep. 28, 2021 Non-equilibrium collective phenomena workshop, Gyeongju, Korea (Poster)
- Jun. 26, 2021 KSIAM Spring Conference, Gangneung, Korea
- Nov. 13, 2020 KSIAM Annual Conference, Online (Poster)
- Aug. 20, 2020 SMB Annual Meeting, Online
- Jul. 23, 2019 SMB Annual Meeting, Montréal, Canada (Poster)
- Jul. 8, 2019 Chemical Reaction Networks Workshop, Short talk, Torino, Italy
- May 18, 2019 KSIAM Spring Conference, Seoul, Korea
- May 11, 2019 A3 Workshop on Mathematical Biology, Beijing, China