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This book presents an introduction to the modern tensor-structured numerical methods in scientific computing. In the recent years these methods were proved to provide a powerful tool for efficient computations in higher dimensions overcoming the so-called "curse of dimensionality". This includes various phenomena that arise when analyzing and organizing data in high-dimensional spaces.
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