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math.DS2024
Data-driven cold starting of good reservoirs
Lyudmila Grigoryeva, Boumediene Hamzi, Felix P. Kemeth +4
Using short histories of observations from a dynamical system, a workflow for the post-training initialization of reservoir computing systems is described. This strategy is called…
math.DS2022★ 2 cited
Questionnaires to PDEs: From Disorganized Data to Emergent Generative Dynamic Models
David W. Sroczynski, Felix P. Kemeth, Ronald R. Coifman +1
Starting with sets of disorganized observations of spatially varying and temporally evolving systems, obtained at different (also disorganized) sets of parameters, we demonstrate t…