111 citations · 528 across the 30 of their papers we have counts for
3 papers · 1 filter
Learning emergent PDEs in a learned emergent space
Felix P. Kemeth, Tom Bertalan, Thomas Thiem +4
We extract data-driven, intrinsic spatial coordinates from observations of the dynamics of large systems of coupled heterogeneous agents. These coordinates then serve as an emergen…
Coarse-graining the dynamics of coupled oscillators
Sung Joon Moon, R. Ghanem, I. G. Kevrekidis
We present an equation-free computational approach to the study of the coarse-grained dynamics of {\it finite} assemblies of {\it non-identical} coupled oscillators at and near ful…
An equation-free approach to coupled oscillator dynamics: the Kuramoto model example
Sung Joon Moon, Ioannis G. Kevrekidis
We present an equation-free multi-scale approach to the computational study of the collective dynamics of the Kuramoto model [{\it Chemical Oscillations, Waves, and Turbulence}, Sp…