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09/27/2022
Efficient Noise Filtration of Images by Low-Rank Singular Vector Approximations of Geodesics' Gramian Matrix
Modern society is interested in capturing high-resolution and fine-quali...
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05/10/2022
Real-time Forecasting of Time Series in Financial Markets Using Sequentially Trained Many-to-one LSTMs
Financial markets are highly complex and volatile; thus, learning about ...
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03/04/2022
Geodesic Gramian Denoising Applied to the Images Contaminated With Noise Sampled From Diverse Probability Distributions
As quotidian use of sophisticated cameras surges, people in modern socie...
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02/14/2022
Recurrent Neural Networks for Dynamical Systems: Applications to Ordinary Differential Equations, Collective Motion, and Hydrological Modeling
Classical methods of solving spatiotemporal dynamical systems include st...
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10/20/2021