(1). Z.A. Mansurov, M.T. Gabdullin, et al., Belaya kniga po nanotekhnologii. Almaty: Kazakh University, 2021, 340 p. (in Russian)

(2). E. Yoo, A.Yu. Samardak, Y.S. Jeon, A.S. Samardak, et al., J. Alloy. Compd. 843 (2020) 155902. Crossref

(3). V.I. Pokhmurs’kyi, M.S. Khoma, V.A. Vynar, S.A. Kornii, et al., Strength Mater. 53 (2021) 889–895. Crossref

(4). J. Wang, L.F. Zhang, Anti-Corros. Method. Mater. 64 (2017) 252–262. Crossref

(5). І.М. Zin’, V.І. Pokhmurs’kyi, О.P. Khlopyk, O.V. Karpenko, et al., Mater. Sci. 55 (2020) 633–639. Crossref

(6). Т.О. Nenastina, M.V. Ved, M.D. Sakhnenko, V.О. Proskurina, et al., Mater. Sci. 56 (2021) 634–641. Crossref

(7). A. Narivskiy, R. Atchibayev, A. Muradov, K. Mukashev, Y. Yar-Mukhamedov, International Multidisciplinary Scientific GeoConference- SGEM 18 (2018) 267–274. Crossref

(8). G.Sh. Yar-Mukhamedova, Mater. Sci. 35 (2019) 598–600. Crossref

(9). O.E. Narivs’kyi, S.B. Belikov, Mater. Sci. 44 (2018) 573–580. Crossref

(10). H.-Y. Ha, T.-H. Lee, J.-H. Bae, D.W. Chun, Metals 8 (2018) 653. Crossref

(11). L.O. Osoba, R.A. Elemuren, I.C. Ekpe, E. Harkin-Jones, Cogent Eng. 3 (2016) 1150546. Crossref

(12). O.E. Narivskyi, Corrosion-electrochemical behavior of structural materials for plate heat exchangers working in model waters. PhD thesis. Lviv, Karpenko Physico-Mechanical Institute of the National Academy of Sciences of Ukraine, 2009, 200 p.

(13). Statistics Toolbox for Use with MATLAB. The Mathworks, 2004. Available online: URL

(14). H. Demuth, M. Beale, Neural Network Toolbox: For Use with MATLAB. The Mathworks, 2004. Available online: URL

(15). M. Isaiev, G. Mussabek, P. Lishchuk, K. Dubyk, Nanomaterials 12 (2022) 708. Crossref

(16). J. Biehler, H. Hoche, M. Oechsner, Surf. Coat. Technol. 313 (2017) 40–46. Crossref

(17). A. Narivskiy, R. Atchibayev, A. Muradov, K. Mukashev, et al., International Multidisciplinary Scientific GeoConference-SGEM 18 (2018) 267–274. Crossref

(18). Z.F. Yin, X.Z. Wang, L. Liu, J.Q. Wu, et al., J. Mater. Eng. Perform. 20 (2021) 1330–1335. Crossref

(19). X. Wang, Z. Yang, Z. Wang, Q. Shi, Appl. Surf. Sci. 478 (2019) 492–498. Crossref

(20). G.Sh. Yar-Mukhamedova, Mater. Sci. 37 (2001) 140–143. Crossref

(21). K. Lutton Cwalina, C.R. Demarest, A.Y. Gerard, J.R. Scully, Curr. Opin. Solid State Mater. Sci. 23 (2019) 129–141. Crossref

(22). G. Yar-Mukhamedova, D.V. Belyaev, G. Mussabek, A. Sagyndykov, International Multidisciplinary Scientific GeoConference- SGEM 17 (2017) 233–240. Crossref

(23). P. Lochyński, M. Domańska, K. Kasprzyk, Ochrona przed Korozją 62 (2019) 225–235. Crossref

(24). T.M. Aldabergenova, S.B. Kislitsin, G.Z. Ganeev, W. Wieleba, Russ. Phys. J. 61 (2018) 1499–1505. Crossref

(25). M. Ved’, N. Sakhnenko, I. Yermolenko, G. Yar- Mukhamedova, et al., Eurasian Chem-Technol. J. 20 (2018) 145–152. Crossref

(26). R.T. Loto, Orient. J. Chem. 33 (2017) 1090– 1096. Crossref

(27). L.A. Pisarevskii, G.A. Filippov, A.A. Lipatov, Metallurgist 60 (2016) 822–831. Crossref

(28). S. Shejko, G. Sukhomlin, V. Mishchenko, V. Shalomeev, Contributed Papers from Materials Science and Technology, 2018. Crossref

(29). H.-Y. Ha, J. Jang, T.-H. Lee, C. Won, et al., Materials 11 (2018) 2097. Crossref

(30). L.A. Gabdrakhmanova, K.M. Mukashev, F.F. Umarov, et al., J. Nano- Electron. Phys.(2020). Crossref

(31). Y.I. Sachanova, I.Y. Ermolenko, M.V. Ved’, M.D. Sakhnenko, et al., Mater. Sci. 54 (2019) 556–566. Crossref