34 citations · 47 across the 2 of their papers we have counts for
3 papers
cs.NE2019★ 34 cited
Data-driven Reconstruction of Nonlinear Dynamics from Sparse Observation
Kyongmin Yeo
We present a data-driven model to reconstruct nonlinear dynamics from a very sparse times series data, which relies on the strength of the echo state network (ESN) in learning nonl…
cs.LG2017★ 13 cited
Model-free prediction of noisy chaotic time series by deep learning
Kyongmin Yeo
We present a deep neural network for a model-free prediction of a chaotic dynamical system from noisy observations. The proposed deep learning model aims to predict the conditional…
cond-mat.soft2016
Dynamics of inert spheres in active suspensions of micro-rotors
Kyongmin Yeo, Enkeleida Lushi, Petia M. Vlahovska
Inert particles suspended in active fluids of self-propelled particles are known to often exhibit enhanced diffusion and novel coherent structures. Here we numerically investigate…