Grigoriy Kimaev

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Publications

Citations

173

H-Index

Active since

2017

Affiliations

University of Waterloo(Current)

Grigoriy Kimaev is an author at University of Waterloo specializing in chemical engineering, stochastic multiscale modeling, and uncertainty quantification.

ORCID

Publications per year

2017–2020

Publications

Nonlinear model predictive control of a multiscale thin film deposition process using artificial neural networks

Grigoriy Kimaev, Luis Ricardez‐Sandoval · Chemical Engineering Science · 2019 · 66 citations · Full text

Engineering, Materials Engineering, Materials Science +16

Artificial Neural Network Discrimination for Parameter Estimation and Optimal Product Design of Thin Films Manufactured by Chemical Vapor Deposition

Grigoriy Kimaev, Luis Ricardez‐Sandoval · The Journal of Physical Chemistry C · 2020 · 29 citations

Natural Sciences, Chemical Engineering, Materials Science +17

A comparison of efficient uncertainty quantification techniques for stochastic multiscale systems

Grigoriy Kimaev, Luis Ricardez‐Sandoval · AIChE Journal · 2017 · 26 citations

Computing, Chemical Engineering, Computational Engineering +13

Multilevel Monte Carlo applied for uncertainty quantification in stochastic multiscale systems

Grigoriy Kimaev, Donovan Chaffart, Luis Ricardez‐Sandoval · AIChE Journal · 2020 · 20 citations

Computing, Chemical Engineering, Computational Engineering +17

Artificial Neural Networks for dynamic optimization of stochastic multiscale systems subject to uncertainty

Grigoriy Kimaev, Luis Ricardez‐Sandoval · Process Safety and Environmental Protection · 2020 · 17 citations

Natural Sciences, Mathematics, Systems Engineering +16

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