690 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- National Institutes of HealthUS46 papers
- Seoul National UniversityKR5 papers
- Korea Institute for Advanced StudyKR4 papers
- Quảng Bình UniversityVN4 papers
- The University of Texas at AustinUS4 papers
- Keimyung UniversityKR3 papers
- Lehigh UniversityUS3 papers
- Princeton UniversityUS3 papers
- University at Buffalo, State University of New YorkUS3 papers
- University of ViennaAT3 papers
- Asia Pacific Center for Theoretical PhysicsKR2 papers
- Centre National de la Recherche ScientifiqueFR2 papers
4 papers · 1 filter
Inference of stochastic time series with missing data
Sangwon Lee, Vipul Periwal, Junghyo Jo
Inferring dynamics from time series is an important objective in data analysis. In particular, it is challenging to infer stochastic dynamics given incomplete data. We propose an e…
Data-driven inference of hidden nodes in networks
Danh-Tai Hoang, Junghyo Jo, Vipul Periwal
The explosion of activity in finding interactions in complex systems is driven by availability of copious observations of complex natural systems. However, such systems, e.g. the h…
Causality inference in stochastic systems from neurons to currencies: Profiting from small sample size
Danh-Tai Hoang, Juyong Song, Vipul Periwal +1
Success in modeling complex phenomena such as human perception hinges critically on the availability of data and computational power. Significant progress has been made in modeling…
Weibull-type limiting distribution for replicative systems
Junghyo Jo, Jean-Yves Fortin, M. Y. Choi
The Weibull function is widely used to describe skew distributions observed in nature. However, the origin of this ubiquity is not always obvious to explain. In the present paper,…