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Generative inpainting of incomplete Euclidean distance matrices of trajectories generated by a fractional Brownian motion

Abstract Fractional Brownian motion (fBm) exhibits both randomness and strong scale-free correlations, posing a challenge for generative artificial intelligence to replicate the underlying stochastic process. In this study, we evaluate the performance of diffusion-based inpainting methods on a speci...

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Autori principali: Alexander Lobashev, Dmitry Guskov, Kirill Polovnikov
Natura: Artigo
Lingua:Inglês
Pubblicazione: Nature Portfolio 2025-05-01
Serie:Scientific Reports
Accesso online:https://doi.org/10.1038/s41598-025-97893-5
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