Evgenii Egorov, Kirill Neklydov, Ruslan Kostoev, Evgeny Burnaev, Lecture Notes in Computer Science, 11554, Advances in Neural Networks – ISNN 2019, 2019, 409
A. Zaytsev, E. Burnaev, “Large scale variable fidelity surrogate modeling”, Ann Math Artif Intell, 81:1-2 (2017), 167
M. E. Panov, “Nonasymptotic approach to Bayesian semiparametric inference”, Dokl. Math., 93:2 (2016), 155
Mikhail Belyaev, Evgeny Burnaev, Ermek Kapushev, Maxim Panov, Pavel Prikhodko, Dmitry Vetrov, Dmitry Yarotsky, “GTApprox: Surrogate modeling for industrial design”, Advances in Engineering Software, 102 (2016), 29
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
E. V. Burnaev, A. A. Zaytsev, “Surrogate modeling of multifidelity data for large samples”, J. Commun. Technol. Electron., 60:12 (2015), 1348