310 citations · 501 across the 11 of their papers we have counts for
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Complexity Reduction Ansatz for Systems of Interacting Orientable Agents: Beyond The Kuramoto Model
Sarthak Chandra, Michelle Girvan, Edward Ott
Previous results have shown that a large class of complex systems consisting of many interacting heterogeneous phase oscillators exhibit an attracting invariant manifold. This resu…
Continuous versus Discontinuous Transitions in the -Dimensional Generalized Kuramoto Model: Odd is Different
Sarthak Chandra, Michelle Girvan, Edward Ott
The Kuramoto model, originally proposed to model the dynamics of many interacting oscillators, has been used and generalized for a wide range of applications involving the collecti…
Hybrid Forecasting of Chaotic Processes: Using Machine Learning in Conjunction with a Knowledge-Based Model
Jaideep Pathak, Alexander Wikner, Rebeckah Fussell +4
A model-based approach to forecasting chaotic dynamical systems utilizes knowledge of the physical processes governing the dynamics to build an approximate mathematical model of th…