{"title":"New Algorithm to Register Defects through Automated Non-Destructive Testing in Products Obtained Using Selective Laser Sintering","authors":"A. S. Sergeev","doi":"10.1134/S2075113326700772","DOIUrl":"10.1134/S2075113326700772","url":null,"abstract":"<p>The issue of detecting defects is explored for products made using the selective laser sintering during automated ultrasonic testing. An adaptive algorithm is proposed to detect and localize defects in automated ultrasonic quality control. It is based on combined use of recurrent neural network methods with long-term short-term memory (LSTM). It allows localizing defects based on the amplitude of the ultrasonic signal exceeding a given threshold value. A convolutional neural network (YOLOv5 architecture) is used to classify defects based on the B-scan image. The algorithm automatically determines the type, size, and location of defects, including the depth. The developed algorithm is capable of quickly matching the software settings for any type and size of control objects, provided the matching is made using artificially generated defects.</p>","PeriodicalId":586,"journal":{"name":"Inorganic Materials: Applied Research","volume":"17 4","pages":"1141 - 1144"},"PeriodicalIF":0.4,"publicationDate":"2026-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148667141","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
I. E. Kalashnikov, L. I. Kobeleva, R. S. Mikheev, P. A. Bykov, I. V. Katin
{"title":"Structure and Properties of Composite Filler Materials for the Formation of Antifriction Surface Layers with Increased Wear Resistance","authors":"I. E. Kalashnikov, L. I. Kobeleva, R. S. Mikheev, P. A. Bykov, I. V. Katin","doi":"10.1134/S2075113326700486","DOIUrl":"10.1134/S2075113326700486","url":null,"abstract":"<p>The structure and properties of filler rods manufactured by extrusion from powder semi-finished products were studied. Babbitt B83 powder was used as the matrix, and Ti<sub>2</sub>NbAl intermetallic particles and bismuth-doped aluminum alloy powder were used as reinforcing fillers. Qualitative and quantitative composition of fillers, semi-finished products, and composite filler rods was studied.</p>","PeriodicalId":586,"journal":{"name":"Inorganic Materials: Applied Research","volume":"17 4","pages":"976 - 983"},"PeriodicalIF":0.4,"publicationDate":"2026-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148667148","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Method to Obtain and Study Morphology and Thermal Stability in PVDF/TiO2 Composite","authors":"A. A. Vodyashkin, N. S. Kudrina, M. O. Makeev","doi":"10.1134/S2075113326700760","DOIUrl":"10.1134/S2075113326700760","url":null,"abstract":"<p>A method is developed to obtain composite materials from PVDF copolymer (polyvinylidene fluoride/trifluoroethylene having ratio of 94/6) with titanium dioxide particles included in its structure. Using IR spectroscopy, the phase composition of PVDF is estimated for composite materials with different contents of titanium dioxide particles. The crystallinity of the polymer is assessed using DSC analysis. The free surface energy of composite polymer films is estimated using the contact angle analysis for materials having different amounts of included titanium dioxide particles. The electron microscopy technique confirmed that including the titanium dioxide particle affects the surface morphology. Quantitative analysis of included titanium dioxide particles is carried out using thermogravimetric technique. The strategy proposed presents a new approach to obtain and control the phase composition of PVDF-based polymer films.</p>","PeriodicalId":586,"journal":{"name":"Inorganic Materials: Applied Research","volume":"17 4","pages":"1137 - 1140"},"PeriodicalIF":0.4,"publicationDate":"2026-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148667156","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"New Algorithm to Register Defects through Automated Non-Destructive Testing in Products Obtained Using Selective Laser Sintering","authors":"A. S. Sergeev","doi":"10.1134/S2075113326700772","DOIUrl":"10.1134/S2075113326700772","url":null,"abstract":"<p>The issue of detecting defects is explored for products made using the selective laser sintering during automated ultrasonic testing. An adaptive algorithm is proposed to detect and localize defects in automated ultrasonic quality control. It is based on combined use of recurrent neural network methods with long-term short-term memory (LSTM). It allows localizing defects based on the amplitude of the ultrasonic signal exceeding a given threshold value. A convolutional neural network (YOLOv5 architecture) is used to classify defects based on the B-scan image. The algorithm automatically determines the type, size, and location of defects, including the depth. The developed algorithm is capable of quickly matching the software settings for any type and size of control objects, provided the matching is made using artificially generated defects.</p>","PeriodicalId":586,"journal":{"name":"Inorganic Materials: Applied Research","volume":"17 4","pages":"1141 - 1144"},"PeriodicalIF":0.4,"publicationDate":"2026-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148667157","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
A. F. Fedorova, M. L. Davydova, A. R. Khaldeeva, N. V. Shadrinov, M. D. Sokolova, A. D. Pavlov
{"title":"Climatic Resistance of Elastomer Composites Based on Ethylene Propylene Diene Rubbers and UHMWPE","authors":"A. F. Fedorova, M. L. Davydova, A. R. Khaldeeva, N. V. Shadrinov, M. D. Sokolova, A. D. Pavlov","doi":"10.1134/S2075113326700668","DOIUrl":"10.1134/S2075113326700668","url":null,"abstract":"<p>A comprehensive assessment of the climatic durability of SKEPT‑based rubbers was carried out under prolonged natural and accelerated laboratory testing. The suitability of SVMPE as a modifier for SKEPT‑based rubbers was substantiated. It was shown that the modified rubbers exhibit a high degree of retention of physicomechanical and low‑temperature properties during aging due to an increased fraction of saturated bonds, which confer resistance of the polymers to destructive factors, as well as enhanced interfacial interaction between SVMPE and the rubber.</p>","PeriodicalId":586,"journal":{"name":"Inorganic Materials: Applied Research","volume":"17 4","pages":"1062 - 1067"},"PeriodicalIF":0.4,"publicationDate":"2026-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148666972","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
L. I. Podzorova, A. G. Padalko, A. A. Ilycheva, N. A. Mikhailina, O. I. Penkova, I. Ya Poyurovskaya, M. S. Pyrov
{"title":"Mechanical and Optical Characteristics of Modified and Barothermally Treated Ceramic Materials Based on [97Zr3Yb]O2","authors":"L. I. Podzorova, A. G. Padalko, A. A. Ilycheva, N. A. Mikhailina, O. I. Penkova, I. Ya Poyurovskaya, M. S. Pyrov","doi":"10.1134/S2075113326700759","DOIUrl":"10.1134/S2075113326700759","url":null,"abstract":"<p>Ceramic materials based on [97Zr3Yb]O<sub>2</sub> nanopowder are obtained using the hydrolysis sol-gel method. The phase composition of the base material and that modified by aluminum, yttrium, and neodymium cations is represented by solid solutions based on ZrO<sub>2</sub> in the tetragonal system. The ceramic materials exhibit high strength that grows with increasing the modifier content. It is established that barothermal treatment reduces the porosity in ceramic materials and increases microhardness, strength, and elastic moduli, as well as the translucency coefficient. The new materials are promising as structural materials for engineering and medicine.</p>","PeriodicalId":586,"journal":{"name":"Inorganic Materials: Applied Research","volume":"17 4","pages":"1130 - 1136"},"PeriodicalIF":0.4,"publicationDate":"2026-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148666975","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Instrumented Indentation Testing as an Express Method to Monitor Mechanical Properties","authors":"A. Yu. Marchenkov, M. P. Petrova, G. B. Sviridov","doi":"10.1134/S2075113326700796","DOIUrl":"10.1134/S2075113326700796","url":null,"abstract":"<p>The areas of effective applying the instrumented indentation are discussed to evaluate the mechanical parameters of materials, welded joints, coatings and surface layers in materials obtained using various deposition and processing techniques. It is demonstrated that the technique is capable of not only determining the hardness and Young’s modulus as required by effective regulatory documents, but also the parameters of strength, creep and fracture resistance. It is shown that modern methodological and instrument developments allow testing materials both under laboratory and industrial conditions. Examples of applying the indentation testing are given for solving various tasks of controlling the mechanical properties in materials, products, as well as in operating assemblies.</p>","PeriodicalId":586,"journal":{"name":"Inorganic Materials: Applied Research","volume":"17 4","pages":"1153 - 1155"},"PeriodicalIF":0.4,"publicationDate":"2026-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148666977","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Positive Changes in the Structure of High-Speed Steel as a Result of Strengthening Thermocyclic Treatment","authors":"A. A. Shmatov","doi":"10.1134/S207511332670070X","DOIUrl":"10.1134/S207511332670070X","url":null,"abstract":"<p>This paper examines the structural changes in P18 high-speed steel (18% W) obtained after strengthening thermocyclic treatment (STCT). STCT involves thermal cycling with solid-phase alpha-gamma transformations, quenching, and tempering. This results in the formation of several structural types: metastable, finely divided, and highly alloyed, as well as gradient and mosaic-discrete composite structures, which maximally improve the steel’s performance properties. After applying STCT to P18 steel under optimal conditions, compared to conventional thermal treatment, the following was achieved: a 56% increase in bending strength, a 25% increase in impact toughness, a 2-HRC increase in hardness (up to HRC 67), and a 1.4–12-fold increase in the tool life of various cutting tools.</p>","PeriodicalId":586,"journal":{"name":"Inorganic Materials: Applied Research","volume":"17 4","pages":"1092 - 1101"},"PeriodicalIF":0.4,"publicationDate":"2026-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148667058","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
N. S. Lubimyi, M. D. Gerasimov, A. A. Polshin, M. S. Chepchurov, B. S. Chetverikov
{"title":"Some Regularities of Flow of Viscous-Elastic-Plastic Filler in Formed Volume","authors":"N. S. Lubimyi, M. D. Gerasimov, A. A. Polshin, M. S. Chepchurov, B. S. Chetverikov","doi":"10.1134/S2075113326700565","DOIUrl":"10.1134/S2075113326700565","url":null,"abstract":"<p>This study examines the flow patterns of viscoelastic-plastic filler in a molded volume during the manufacturing of repair parts for mining machinery and equipment. Promising technologies for the rapid manufacturing of metal-composite mining machine parts, such as metal-composite technology, require a mathematical description and functional dependencies describing the flow of metal-polymer composite materials (MPCMs) in complex channels formed by mold voids. The objectives of this study are to mathematically describe the MPCM flow process in mold channels and to derive mathematical dependencies describing the optimal channel shape. The paper analyzes a number of studies related to the search for the optimal surface shape ensuring minimal descent time when solving various engineering problems. It is revealed that all solutions are based on the properties of brachistochrone. However, in the process under consideration, additional conditions are imposed when formulating the problem, such as resistance, viscous or dry friction, the movement of solid or viscoelastic-plastic bodies, and others, resulting in a brachistochrone shape other than a cycloid. An equation was obtained for the generatrix that ensures the least work done by the friction forces of the wall-adjacent layers of the MPCM on the mold walls. The resulting mathematical relationship can be applied to the design of internal mold channels using specialized computer programs.</p>","PeriodicalId":586,"journal":{"name":"Inorganic Materials: Applied Research","volume":"17 4","pages":"991 - 999"},"PeriodicalIF":0.4,"publicationDate":"2026-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148667150","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
A. D. Gorbenko, V. K. Zhidkov, V. Yu. Zadorozhnyi, Ya. A. Morozova, M. A. Kaplan, S. A. Mikhlik, K. V. Sergienko, A. G. Kolmakov, S. V. Konushkin, T. M. Sevost’yanova, M. A. Sevost’yanov
{"title":"Effect of Silver Content on the Structure and Mechanical Properties of TiZr38Nb11 Alloy","authors":"A. D. Gorbenko, V. K. Zhidkov, V. Yu. Zadorozhnyi, Ya. A. Morozova, M. A. Kaplan, S. A. Mikhlik, K. V. Sergienko, A. G. Kolmakov, S. V. Konushkin, T. M. Sevost’yanova, M. A. Sevost’yanov","doi":"10.1134/S2075113326700711","DOIUrl":"10.1134/S2075113326700711","url":null,"abstract":"<p>The article examines the microstructure, phase composition, mechanical properties, and fracture mechanism of titanium alloys of the Ti–Zr–Nb system with the addition of silver. The elemental composition of the system was selected from non-toxic elements that can provide a level of mechanical properties at the same level as Ti–6Al–4V, but with a lower Young’s modulus to eliminate the “stress shielding” effect. Samples of the TiZr<sub>38</sub>Nb<sub>11</sub> alloy and its modifications with the addition of silver (1–3 at %)) were obtained by melting in an argon furnace, followed by annealing and quenching to obtain a uniform structure. A study of the alloys showed that the lowest Young’s modulus (48 MPa), maximum strength (748–778 MPa), and microhardness (292 HV) were achieved with a silver content of 3% (TiZr<sub>38</sub>Nb<sub>11</sub>Ag<sub>3</sub>).</p>","PeriodicalId":586,"journal":{"name":"Inorganic Materials: Applied Research","volume":"17 4","pages":"1102 - 1110"},"PeriodicalIF":0.4,"publicationDate":"2026-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148666999","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}