24 citations · 31 across the 3 of their papers we have counts for
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physics.data-an2018
Galerkin Approximation of Dynamical Quantities using Trajectory Data
Erik H. Thiede, Dimitrios Giannakis, Aaron R. Dinner +1
Understanding chemical mechanisms requires estimating dynamical statistics such as expected hitting times, reaction rates, and committors. Here, we present a general framework for…
physics.data-an2018
Vector-Valued Spectral Analysis of Space-Time Data
Dimitrios Giannakis, Joanna Slawinska, Abbas Ourmazd +1
Identifying coherent spatiotemporal patterns generated by complex dynamical systems is a central problem in many science and engineering disciplines. Here, we combine ideas from th…