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20212025
most citedBayesian inference of scaled versus fractional Brownian motion

32 citations · 46 across the 5 of their papers we have counts for

collaborators

6 papers

physics.bio-ph2025

Single-Trajectory Bayesian Modeling Reveals Multi-State Diffusion of the MSH Sliding Clamp

Seongyu Park, Inho Yang, Jinseob Lee +5

DNA mismatch repair (MMR) is the essential mechanism for preserving genomic integrity in various living organisms. In this process, MutS homologs (MSH) play crucial roles in identi…

cond-mat.stat-mech2025

Fickian yet non-Gaussian diffusion in an annealed heterogeneous environment

Seongyu Park, Xavier Durang, Ralf Metzler +1

Fickian yet non-Gaussian diffusion is a ubiquitous phenomenon observed in various biological and soft matter systems. This anomalous dynamics is typically attributed to heterogeneo…

physics.soc-ph2023★ 4 cited

Counting statistics based on the analytic solutions of the differential-difference equation for birth-death processes

Seong Jun Park, M. Y. Choi

Birth-death processes take place ubiquitously throughout the universe. In general, birth and death rates depend on the system size (corresponding to the number of products or custo…

stat.ME2022★ 32 cited

Bayesian inference of scaled versus fractional Brownian motion

Samudrajit Thapa, Seongyu Park, Yeongjin Kim +3

We present a Bayesian inference scheme for scaled Brownian motion, and investigate its performance on synthetic data for parameter estimation and model selection in a combined infe…

physics.bio-ph2021★ 1 cited

Bayesian inference of Lévy walks via hidden Markov models

Seongyu Park, Samudrajit Thapa, Yeongjin Kim +2

The Lévy walk is a non-Brownian random walk model that has been found to describe anomalous dynamic phenomena in diverse fields ranging from biology over quantum physics to ecology…

physics.data-an2021★ 9 cited

Objective comparison of methods to decode anomalous diffusion

Gorka Muñoz-Gil, Giovanni Volpe, Miguel Angel Garcia-March +31

Deviations from Brownian motion leading to anomalous diffusion are found in transport dynamics from quantum physics to life sciences. The characterization of anomalous diffusion fr…