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20232026
most citedFrom partial data to out-of-sample parameter and observation estimation with Diffusion Maps and Geometric Harmonics

13 citations · 33 across the 10 of their papers we have counts for

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math.DS2023

Nonlinear dimensionality reduction then and now: AIMs for dissipative PDEs in the ML era

Eleni D. Koronaki, Nikolaos Evangelou, Cristina P. Martin-Linares +2

This study presents a collection of purely data-driven workflows for constructing reduced-order models (ROMs) for distributed dynamical systems. The ROMs we focus on, are data-assi…