Evgeny Burnaev, Ivan Panin, Bruno Sudret, “Efficient design of experiments for sensitivity analysis based on polynomial chaos expansions”, Ann Math Artif Intell, 81:1-2 (2017), 187
M. Belyaev, E. Burnaev, E. Kapushev, M. Panov, P. Prikhodko, D. Vetrov, D. Yarotsky, “Gtapprox: surrogate modeling for industrial design”, Adv. Eng. Softw., 102 (2016), 29–39
E. V. Burnaev, P. D. Erofeev, “The influence of parameter initialization on the training time and accuracy of a nonlinear regression model”, J. Commun. Technol. Electron., 61:6 (2016), 646–660
E. V. Burnaev, M. E. Panov, A. A. Zaytsev, “Regression on the basis of nonstationary gaussian processes with Bayesian regularization”, J. Commun. Technol. Electron., 61:6 (2016), 661–671