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Author

V. Strijov

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2 papers indexed here

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Open access Sep 2026

Graph diffusion in riemannian and euclidean spaces for multidimensional time-series decoding

The problem of decoding multidimensional time series with high variance and strong covariance between components is considered. Previously proposed prediction methods do not account for the spatial structure of time series. It is proposed to model this structure using graph-based methods, such as graph neural diffusion...

Sviatoslav K. Panchenko, V. Strijov · 0 citations
Open access Sep 2026

Tensor sparse identification of differential equations of nonlinear dynamical systems

The problem of sparse identification of non-linear dynamics is considered. The problem is motivated by the need for interpretable mathematical models in the natural sciences, where the fundamental laws of evolution are either unknown or known only partially. The T‑SINDy method is proposed, which combines time delay e...

Denis M. Tikhonov, V. Strijov · 0 citations

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