Scholar
Ilya Timofeyev
Google Scholar ID: exR1Y80AAAAJ
Mathematics, University of Houston
probability
applied mathematics
atmospheric science
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Citations
2,004
H-index
19
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27
Publications
20
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0
Publications
5 items
Comparison of a Parametric Physics-Informed Neural Network and a Tensorial Reduced-Order Model for the Shallow-Water Dam-Break Problem
2026
Cited
0
Subgrid-Scale Parameterization in Burgers' Equation Using Structure-Preserving Neural Networks and Entropy Variables
2026
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0
Parametrization of subgrid scales in long-term simulations of the shallow-water equations using machine learning and convex limiting
2026
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0
Attractor learning for spatiotemporally chaotic dynamical systems using echo state networks with transfer learning
2025
Cited
0
Using Echo-State Networks to Reproduce Rare Events in Chaotic Systems
2025
Cited
0
