Showing 2019Show all
2 papers · 1 filter
cs.LG2019
MaxEntropy Pursuit Variational Inference
Evgenii Egorov, Kirill Neklydov, Ruslan Kostoev +1
One of the core problems in variational inference is a choice of approximate posterior distribution. It is crucial to trade-off between efficient inference with simple families as…
cs.LG2019
Deep Neural Networks Predicting Oil Movement in a Development Unit
Pavel Temirchev, Maxim Simonov, Ruslan Kostoev +6
We present a novel technique for assessing the dynamics of multiphase fluid flow in the oil reservoir. We demonstrate an efficient workflow for handling the 3D reservoir simulation…