Grigoriy Kimaev

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

Luis A. Ricardez-Sandoval, Grigoriy Kimaev, Grigoriy Kimaev, 2019, Chemical Engineering Science.

Multilevel Monte Carlo for noise estimation in stochastic multiscale systems

Grigoriy Kimaev, L. Ricardez‐Sandoval, 2018, Chemical Engineering Research and Design.

A comparison of efficient uncertainty quantification techniques for stochastic multiscale systems

Grigoriy Kimaev, L. Ricardez‐Sandoval, 2017 .

Multilevel Monte Carlo applied for uncertainty quantification in stochastic multiscale systems

Grigoriy Kimaev, L. Ricardez‐Sandoval, Donovan Chaffart, 2020, AIChE Journal.

Coarse-Grained Molecular Monte Carlo Simulations of Liquid Crystal-Nanoparticle Mixtures

Ryan A. E. Neufeld, Grigoriy Kimaev, N. Abukhdeir, 2016 .

Multilevel Monte Carlo applied to chemical engineering systems subject to uncertainty

Luis A. Ricardez-Sandoval, Grigoriy Kimaev, Grigoriy Kimaev, 2018 .

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

Grigoriy Kimaev, L. Ricardez‐Sandoval, 2020 .

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

Luis A. Ricardez-Sandoval, Grigoriy Kimaev, Grigoriy Kimaev, 2020 .