257 citations · 1.1k across the 33 of their papers we have counts for
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physics.flu-dyn2021★ 124 cited
A Quantum Inspired Approach to Exploit Turbulence Structures
Nikita Gourianov, Michael Lubasch, Sergey Dolgov +5
Understanding turbulence is the key to our comprehension of many natural and technological flow processes. At the heart of this phenomenon lies its intricate multi-scale nature, de…
stat.ML2021
Scalable conditional deep inverse Rosenblatt transports using tensor-trains and gradient-based dimension reduction
Tiangang Cui, Sergey Dolgov, Olivier Zahm
We present a novel offline-online method to mitigate the computational burden of the characterization of posterior random variables in statistical learning. In the offline phase, t…