2026, Vol. 15, Issue 3 (pp. 1-… (in progress))

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Reviews

Recent advances in machine learning for the design and performance prediction of corrosion inhibitors

• J.A. Khalilov^1,2, F.A. Otamuradov³, K.T. Toshov⁴, S.Z. Khodjamkulov⁵, N.B. Chorieva⁵, N. Urakov⁶, G.J. Mukumova⁷, Z.E. Jumaeva⁷, A.I. Kholboyeva⁷ and Z.M. Kurbonova⁸

¹ Tashkent State Technical University, Tashkent 100095, Uzbekistan
² University of Economics and Pedagogy, Karshi 100000, Uzbekistan
³ Termez branch of Tashkent State Medical University, Termez, 190100, Uzbekistan
⁴ Department of Social Sciences, Education, Termiz University of Economics and Service, Termez 190111, Uzbekistan
⁵ Department of Chemical Engineering, Termez State University of Engineering and Agrotechnologies, Termez, 190100, Uzbekistan
⁶ Department of metrology and technological machines, Termez State University of Engineering and Agrotechnologies, Termez, 190100, Uzbekistan
⁷ Faculty of Chemistry, Termez State University. Termez, 190100, Uzbeksitan
⁸ Department of Pedagogy, Termez State Pedagogical Institute, Termez 190111, Uzbekistan

Int. J. Corros. Scale Inhib., 2026, 15, no. 3, 1-26
doi: 10.17675/2305-6894-2026-15-3-1

Environmentally friendly green inhibitors used for corrosion inhibition of oil pipeline

• A.M. Salim¹, Kh.M. Abed², N.M. Dawood² and Z. Al-Khafaji^3,4

¹ Polytechnic College, Al-Furat Al-Awsat Technical University, 54003 Kufa, Najaf, Iraq
² College of Materials Engineering, University of Babylon, 51001 Hillah, Babylon, Iraq
³ Department of Civil Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia, 43600 UKM Bangi, Selangor, Malaysia
⁴ Imam Ja’afar Al-Sadiq University, Al-Qahira District, 10011 Baghdad, Iraq

Int. J. Corros. Scale Inhib., 2026, 15, no. 3, 27-57
doi: 10.17675/2305-6894-2026-15-3-2

Nanocoatings and anti-corrosion strategies: anti-corrosion solutions in medical devices

• S.G. Yuldashova^1,2, N.Sh. Muzaffarova², A.K. Nomozov¹, M.A. Shaymardanova¹, S.S. Durmanova¹, A.M. Esanov³, E.I. Sharipov⁴, N.B. Uralov⁵, Y.Sh. Bozorov⁶, J.N. Todjiev^7,8 and Sh.S. Nazirov⁹

¹ Department of Chemical Engineering, Termez State University of Engineering and Agrotechnologies, 190100 Termez, Uzbekistan
² Department of Medical and Biological Chemistry, Termez branch of Tashkent State Medical University, 190111 Termez, Uzbekistan
³ Department of Uzbek laanguage and literature, Termez University of Economics and Service, 190111 Termez, Uzbekistan
⁴ Termez state pedagogical institute, 191204 Termez, Uzbeksitan
⁵ Department of Analytical Chemistry, Faculty of Chemistry, Termez State University, 190111 Termez, Uzbekistan
⁶ Department of Organic Chemistry Termez State University, 190111 Termez , Uzbekistan
⁷ Department of Chemistry, National University of Uzbekistan named after Mirzo Ulugbek, 100174 Tashkent, Uzbekistan
⁸ Department of Chemical Sciences, EMU University, Tashkent 100100, Uzbekistan
⁹ Laboratory of Functional Materials of the Center for Advanced Technologies under the Academy of Sciences of the Republic of Uzbekistan, 100174 Tashkent, Uzbekistan

Int. J. Corros. Scale Inhib., 2026, 15, no. 3, 58-88
doi: 10.17675/2305-6894-2026-15-3-3

Plant extracts against corrosion of zinc in different media – Review

• S. Bilgiç

Ankara University, Faculty of Science, Department of Chemistry, 06100 Ankara, Turkey

Int. J. Corros. Scale Inhib., 2026, 15, no. 3, 89-121
doi: 10.17675/2305-6894-2026-15-3-4

Development of methods for inhibiting the corrosion of metals and new options for their application: a review. Part III-2-3. Superhydrophobization of aluminum and its alloy surfaces in aqueous-organic, aqueous and vapor-phase media

• Yu.I. Kuznetsov and A.M. Semiletov

Frumkin Institute of Physical Chemistry and Electrochemistry, Russian Academy of Sciences, 31-4, Leninsky prospect, 119071 Moscow, Russia

Int. J. Corros. Scale Inhib., 2026, 15, no. 3, 122-144
doi: 10.17675/2305-6894-2026-15-3-5

Dealloying of zinc alloys: mechanism, dissolution products, and applications. A Review

• A.I. Biryukov¹, N.S. Amelina¹ and O.A. Kozaderov²

¹ Chelyabinsk State University, Bratyev Kashirinykh St., 129, Chelyabinsk 454001, Russia
² Voronezh State University, Universitetskaya pl. 1, Voronezh, 394018, Russia

Int. J. Corros. Scale Inhib., 2026, 15, no. 3, 145-163
doi: 10.17675/2305-6894-2026-15-3-6

Water-based polymer resins as sustainable coatings for corrosion protection

• A.Kh. Narzullaev^1,2, Kh.Ch. Mirzakulov³, G.E. Melikulova⁴, M.G. Yulchieva⁵, A.K. Nomozov⁵, O. Adurakhmanov⁶, O.A. Mengboev⁷, Sh.I. Khaitova⁸ and L.E. Kholmurodova⁹

¹ Tashkent Scientific Research Institute of Chemical Technology, Shura-bazar, Zangiata District, Tashkent Region 111116, Uzbekistan
² University of Economics and Pedagogy, 13 Islam Karimov St., Karshi 180109, Uzbekistan
³ Network Center for “Retraining and Advanced Training of Pedagogical Personnel” at the Tashkent Institute of Chemical Technology, Tashkent, 100011, Uzbekistan
⁴ Department of Chemical Technology of Inorganic Substances named after Academician M. Nabiev, Tashkent Institute of Chemical Technology, Tashkent, 100011, Uzbekistan
⁵ Department of Chemical Technology, Termez State University of Engineering and Agrotechnologies. Termez 190100, Uzbekistan
⁶ Department of Light Industry and Food Technologies, Termez State University of Engineering and Agrotechnologies, Termez 190100, Uzbekistan
⁷ Faculty of Pedagogy and Social-Humanitarian Sciences, Foreign languages, Termez University of Economics and Eervice. Termez, 190111, Uzbekistan
⁸ Department of microbiology, public health, hygiene, and management, Termez Branch of Tashkent State Medical University, Temez, Uzbekistan
⁹ Department of Inorganic Chemistry, Karshi State University, Karshi 180119, Uzbekistan

Int. J. Corros. Scale Inhib., 2026, 15, no. 3, 164-200
doi: 10.17675/2305-6894-2026-15-3-7

High-temperature corrosion inhibitors for steel in acid solutions: Current state of the art – a review

• Ya.G. Avdeev

Frumkin Institute of Physical Chemistry and Electrochemistry, Russian Academy of Sciences, 31-4, Leninsky prospect, 119071 Moscow, Russia

Int. J. Corros. Scale Inhib., 2026, 15, no. 3, 201-229
doi: 10.17675/2305-6894-2026-15-3-8

Original Articles

Anti-corrosion protection of some metals with zinc-containing oil coatings

• L.G. Knyazeva^1,2,3, L.E. Tsygankova², A.V. Dorokhov^1,2, N.A. Kuryato⁴, V.A. Kuryato^1,2 and N.V. Shel³

¹ All-Russian Scientific Research Institute of Use of Machinery and Oil Products in Agriculture, Novo-Rubezhnyi per., 28, 392022 Tambov, Russia
² Derzhavin State University, ul. Internatsionalnaya, 33, 392000 Tambov, Russia
³ Tambov State Technical University, ul. Sovetskaya, 106, 392000 Tambov, Russia
⁴ Joint Stock Company “Pigment”, ul. Montazhnikov, 1, 392000 Tambov, Russia

Int. J. Corros. Scale Inhib., 2026, 15, no. 3, 230-243
doi: 10.17675/2305-6894-2026-15-3-9

Electrochemical and surface analyses of metal complexes as corrosion inhibitors for carbon steel in 1 M HCl environment

• H.F. Emrayed¹, H.M. Hasan¹, B.M. Eisay², H.S. Khatab³, E.M. Jibreel³, M.M. Amrajaa³ and A.S. Fouda⁴

¹ Department of Chemistry, Faculty of Science, Omar Al-Mukhtar University, Albyda, Libya
² Libyan Academy for Postgraduate Studies, Al Gabal Alakhder branch, Libya
³ Department of Chemistry, Faculty of Education, Almarj, Benghazi, Libya
⁴ Department of Chemistry, Faculty of Science, Mansoura University, Mansoura-35516, Egypt

Int. J. Corros. Scale Inhib., 2026, 15, no. 3, 244-269
doi: 10.17675/2305-6894-2026-15-3-10

Changes in efficiency of green inhibitors during storage

• J.R. Torres-Hernández¹, E.Del Angel-Meraz², E.F. Corvo-Pérez³, R.S. Mora-Ortiz², J.D. López-Lázaro², D.S. García-Zaleta⁴, M.A. Jiménez-Moreno¹ and C. Martínez-Pacheco¹

¹ Technological University of Tabasco. Carretera Federal Villahermosa–Teapa, Km. 14.6 Parrilla II, Centro, C.P 86288, Villahermosa, Tabasco, Mexico
² Juarez Autonomous University of Tabasco, Postgraduate in Engineering Sciences, Carretera Cunduacan-Jalpa Km. 1, Colony Esmeralda, C.P. 86690, Cunduacan, Tabasco, Mexico
³ Autonomous University of Campeche, Corrosion Research Center, Av. Agustin Melgar S/N, Colony Buenavista, C.P. 24039, Campeche, Mexico
⁴ Juarez Autonomous University of Tabasco, Multidisciplinary Academic Division of Jalpa de Mendez, Villahermosa-Comalcalco Free State Highway, Km. 27, C.P. 86205, Mexico

Int. J. Corros. Scale Inhib., 2026, 15, no. 3, 270-285
doi: 10.17675/2305-6894-2026-15-3-11

Corrosion inhibition of low-carbon steel in the flow of a mixed-acid solution containing Fe(III) salts

• Ya.G. Avdeev and T.E. Andreeva

Frumkin Institute of Physical Chemistry and Electrochemistry, Russian Academy of Sciences, 31-4, Leninsky prospect, 119071 Moscow, Russia

Int. J. Corros. Scale Inhib., 2026, 15, no. 3, 286-300
doi: 10.17675/2305-6894-2026-15-3-12

On the effect of surfactants in the composition of the corrosion inhibitor for concrete reinforcement IFKhAN-78 during prolonged full immersion in 3% NaCl solution. Monitoring based on EIS results

• V.E. Kasatkin, I.V. Kasatkina, I.G. Korosteleva, L.P. Kornienko and V.N. Dorofeeva

Frumkin Institute of Physical Chemistry and Electrochemistry, Russian Academy of Sciences, 31-4, Leninsky prospect, 119071 Moscow, Russia

Int. J. Corros. Scale Inhib., 2026, 15, no. 3, 301-321
doi: 10.17675/2305-6894-2026-15-3-13

Research trends in rare-earth-modified electroless Ni–P coatings for corrosion protection of aerospace aluminum alloys: a bibliometric analysis

• R. Kusumastuti^1,2, N. Noeraida³, G. Priyotomo², A.A. Waskita⁴, S. Musabikha², A.D.H. Setyawan², Sriyono⁵, Johny W. Soedarsono¹ and Rini Riastuti¹

¹ Department of Metallurgical and Materials Engineering, Faculty of Engineering, Universitas Indonesia, Depok, West Java, Indonesia
² Research Center for Metallurgy, National Research and Innovation Agency (BRIN), KST B.J. Habibie, South Tangerang, Banten, Indonesia
³ Directorate of Repository, Multimedia and Scientific Publication, National Research and Innovation Agency (BRIN), Central Jakarta, Jakarta, Indonesia
⁴ Research Center for Data and Information Sciences, National Research and Innovation Agency (BRIN), KST Samaun Samadikun, Bandung, West Java, Indonesia
⁵ Research Center for Nuclear Technology, National Research and Innovation Agency (BRIN), KST B.J. Habibie, South Tangerang, Banten, Indonesia

Int. J. Corros. Scale Inhib., 2026, 15, no. 3, 322-350
doi: 10.17675/2305-6894-2026-15-3-14

Effect of solid-phase ZnO additive on the electrochemical and protective properties of Zn-filled coatings at various exposure temperatures in a 3% NaCl solution

• S.A. Dobriyan, V.A. Shchelkov and A.B. Il’in

Frumkin Institute of Physical Chemistry and Electrochemistry, Russian Academy of Sciences, 31-4, Leninsky prospect, 119071 Moscow, Russia

Int. J. Corros. Scale Inhib., 2026, 15, no. 3, 351-367
doi: 10.17675/2305-6894-2026-15-3-15

Chamber inhibitors of steel corrosion with a thermodiffusion zinc coating: an algorithm for the search of effective formulations

• O.S. Makarova¹, P.S. Demenshina^1,2, N.N. Andreev¹, A.Yu. Luchkin¹, O.A. Goncharova¹, T.A. Vagramyan² and S.S. Vesely¹

¹ Frumkin Institute of Physical Chemistry and Electrochemistry, Russian Academy of Sciences, 31-4, Leninsky prospect, 119071 Moscow, Russia
² Mendeleev University of Chemical Technology of Russia, 9 Miusskaya Sq., 125047 Moscow, Russia

Int. J. Corros. Scale Inhib., 2026, 15, no. 3, 368-384
doi: 10.17675/2305-6894-2026-15-3-16

Passivation of mild steel in an ethanolic dodecylphosphonic acid solution for protection against atmospheric corrosion

• G.V. Redkina and A.S. Anatolyeva

Frumkin Institute of Physical Chemistry and Electrochemistry, Russian Academy of Sciences, 31-4, Leninsky prospect, 119071 Moscow, Russia

Int. J. Corros. Scale Inhib., 2026, 15, no. 3, 385-402
doi: 10.17675/2305-6894-2026-15-3-17

Alkanolamine-modified derivatives of epoxidized sunflower oil: synthesis and evaluation of corrosion inhibition efficiency for reinforced concrete in chloride-containing media

• N.V. Stolpovskaya, A.A. Kruzhilin, D.S. Shevtsov, S.S. Chertov, O.A. Kozaderov, V.N. Semenov, M.Yu. Krysin and Kh.S. Shikhaliev

Voronezh State University, Universitetskaya pl. 1, Voronezh, 394018, Russia

Int. J. Corros. Scale Inhib., 2026, 15, no. 3, 403-430
doi: 10.17675/2305-6894-2026-15-3-18

Corrosion and hydrogen permeation inhibition of St3–steel in H2S/CO2 media by AKB-1 organic inhibitor

• G.R. Gurbanov¹, N.R. Akhundova², A. Kulbey³ and Z.Y. Xin⁴

¹ Department of Oil and Gas Transportation and Storage, Azerbaijan State Oil and Industry University, Azadlig Avenue 20, AZ1010, Baku, Azerbaijan
² Department of Oil and Gas Engineering, Azerbaijan State Oil and Industry University, Azadlig Avenue 20, AZ1010, Baku, Azerbaijan
³ Department of Pipeline Transport and Hydraulics, Euphrosyne Polotskaya State University of Polotsk, 29 Blokhin Street, 211440, Novopolotsk, Vitebsk Region, Republic of Belarus
⁴ Xuxin Trading Co., Ltd., Guanzhang Road 18, Dongguan, Guangdong Province, 523000, China

Int. J. Corros. Scale Inhib., 2026, 15, no. 3, 431-453
doi: 10.17675/2305-6894-2026-3-19

Modern experimental approaches to study the self-healing ability of conversion coatings on galvanized steel

• E.A. Zheludkova, A.A. Abrashov, V.A. Kovalyova, N.S. Grigoryan, I.A. Kuznetsov and T.A. Vagramyan

Mendeleev University of Chemical Technology of Russia, 9 Miusskaya Sq., 125047 Moscow, Russia

Int. J. Corros. Scale Inhib., 2026, 15, no. 3, 454-472
doi: 10.17675/2305-6894-2026-15-3-20

Explainable machine learning prediction of corrosion inhibition efficiency from molecular descriptors using virtual sample generation

• M. Akrom¹, S. Rustad¹, H.K. Dipojono², R.P.P. Sukanli³ and K. Hongo³

¹ Research Group for Quantum Computing and Materials Informatics, Faculty of Computer Science, Universitas Dian Nuswantoro, Semarang 50131, Indonesia
² Quantum and Nano Technologies Research Group, Institut Teknologi Bandung, Bandung 40132, Indonesia
³ Research Center for Advanced Computing Infrastructure, JAIST, Nomi, Ishikawa, 923-1292, Japan

Int. J. Corros. Scale Inhib., 2026, 15, no. 3, 473-501
doi: 10.17675/2305-6894-2026-15-3-21

Corrosion inhibition of X60 steel in 1 M HCl by the hydro-methanolic extract of Opuntia ficus-indica L.: gravimetric and electrochemical investigation

• S. Chouai¹, A. Kalla², W. Azabi³, N. Gherraf³, A. Zellagui⁴, H. Taibi³, C. Zahaf³, S. Hameurlaine⁵ and A. Ouahab⁶

¹ Laboratory for Assessing Quality of Use in Architecture and the Built Environment, University of Oum El Bouaghi, Oum El Bouaghi 04000, Algeria
² Laboratory of Bioactive Molecules and Applications (LBMA), Echahid Cheikh Larbi Tebessi University, Tebessa 12002, Algeria
³ Laboratory of Natural Resources and Management of Sensitive Environments, Larbi Ben M’Hidi University, Oum El Bouaghi 04000, Algeria
⁴ Laboratory of Biomolecules and Plant Breeding, Life Sciences and Nature Department, Faculty of Exact Science and Life Sciences and Nature, University of Larbi Ben M’Hidi, Oum El Bouaghi 04000, Algeria
⁵ Physico-Chemical Analysis Technical Platform, El-Hadjeb University Campus, Biskra 07000, Algeria
⁶ Physics Laboratory of Thin Films and Applications (LPCMA), University of Biskra, 07000, Algeria

Int. J. Corros. Scale Inhib., 2026, 15, no. 3, 502-519
doi: 10.17675/2305-6894-2026-15-3-22

Electrochemical and computational examination on adsorption and protection of copper in 1 M HCl by expired biguanide drug

• K. EL Mouaden¹, D.S. Chauhan^2,3, A. Saket², S. Yadav^2,3, L. Bazzi⁴, H. Ahchouch⁵, R. Salghi⁵ and M.A. Quraishi³

¹ Applied Chemistry-Physics Team, Faculty of Sciences, Ibn Zohr University, B.P.8106 Cité Dakhla, Agadir, Morocco
² Department of Chemistry, Faculty of Basic Science, AKS University, Satna, Madhya Pradesh, 485001, India
³ Centre for Green Chemistry and Sustainability, AKS University, Satna, Madhya Pradesh 485001, India
⁴ Industrial and logistic laboratory, Sup MTI Rabat, Morocco
⁵ Laboratory of Applied Chemistry and Environment, ENSA, Ibn Zohr University, PO Box 1136, 80000 Agadir, Morocco

Int. J. Corros. Scale Inhib., 2026, 15, no. 3, 520-542
doi: 10.17675/2305-6894-2026-15-3-23

Formation of protective superhydrophobic films on AMg6 aluminum alloy by vapor-phase treatment

• A.A. Kudelina¹, A.M. Semiletov¹, E.S. Khudoleeva² and Yu.I. Kuznetsov¹

¹ Frumkin Institute of Physical Chemistry and Electrochemistry, Russian Academy of Sciences, 31-4, Leninsky prospect, 119071 Moscow, Russia
² LDCSPA “NIIPAV”, Khimikov st., 62, 347366 Volgodonsk, Rostov region, Russia

Int. J. Corros. Scale Inhib., 2026, 15, no. 3, 543-555
doi: 10.17675/2305-6894-2026-15-3-24

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