Russian Journal of General Chemistry最新文献

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Development of Heterobifunctional Structures Based on Dorsomorphin for Targeting Membrane Proteins 基于Dorsomorphin靶向膜蛋白的异双功能结构的研究
IF 1 4区 化学
Russian Journal of General Chemistry Pub Date : 2026-10-15 DOI: 10.1134/S1070363226602966
Daria S. Novikova, Anastasiya N. Sokolova, Svetlana S. Vorona, Vyacheslav G. Tribulovich
{"title":"Development of Heterobifunctional Structures Based on Dorsomorphin for Targeting Membrane Proteins","authors":"Daria S. Novikova,&nbsp;Anastasiya N. Sokolova,&nbsp;Svetlana S. Vorona,&nbsp;Vyacheslav G. Tribulovich","doi":"10.1134/S1070363226602966","DOIUrl":"10.1134/S1070363226602966","url":null,"abstract":"<p>The principle of constructing heterobifunctional molecules using the classical AMP-activated protein kinase inhibitor dorsomorphin is discussed. Based on computer modeling data, a structural modification of dorsomorphin targeting the MDR1 membrane protein is proposed. Three new PROTAC-type structures, differing in the length of the linker based on ω-amino acids, were designed and synthesized to induce ubiquitin-dependent proteolysis of MDR1.</p>","PeriodicalId":761,"journal":{"name":"Russian Journal of General Chemistry","volume":"96 10","pages":""},"PeriodicalIF":1.0,"publicationDate":"2026-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1134/S1070363226602966.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149189813","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Synthesis and Some Properties of New Derivatives of 4-Isobutylnicotinamide and Their Hydrogenated Analogs 4-异丁基烟酰胺新衍生物及其氢化类似物的合成及一些性质
IF 1 4区 化学
Russian Journal of General Chemistry Pub Date : 2026-10-15 DOI: 10.1134/S1070363226602061
Konstantin A. Frolov, Bogdan S. Krivokolysko, Denis V. Nikitenko, Sergey G. Krivokolysko
{"title":"Synthesis and Some Properties of New Derivatives of 4-Isobutylnicotinamide and Their Hydrogenated Analogs","authors":"Konstantin A. Frolov,&nbsp;Bogdan S. Krivokolysko,&nbsp;Denis V. Nikitenko,&nbsp;Sergey G. Krivokolysko","doi":"10.1134/S1070363226602061","DOIUrl":"10.1134/S1070363226602061","url":null,"abstract":"<p>The reaction of isovaleraldehyde, cyanothioacetamide, and <i>N</i>-(2-methylphenyl)-3-oxobutanamide in ethanol in the presence of an excess of <i>N</i>-methylmorpholine proceeds with the formation of 5-cyano-4-isobutyl-2-methyl-<i>N</i>-(2-methylphenyl)-6-thioxo-1,6-dihydropyridine-3-carboxamide in a 77% yield, whereas using piperidine as a base in this reaction afforded piperidinium 3-cyano-4-isobutyl-6-methyl-5-{[(2-methylphenyl)amino]carbonyl}-1,4-dihydropyridine-2-thiolate in an 81% yield, which were employed in the synthesis of their derivatives—substituted 2-alkylthiopyridines, 2-alkylthio-1,4-dihydropyridines, and thieno[2,3-<i>b</i>]pyridines.</p>","PeriodicalId":761,"journal":{"name":"Russian Journal of General Chemistry","volume":"96 10","pages":""},"PeriodicalIF":1.0,"publicationDate":"2026-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149189817","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Retraction Note: Pyrazolidine-3,5-dione Derivatives: Synthesis, Computational, and In Vitro Screening Targeting Breast Cancer 撤回注:吡唑烷-3,5-二酮衍生物:合成,计算,和体外筛选针对乳腺癌
IF 1 4区 化学
Russian Journal of General Chemistry Pub Date : 2026-10-15 DOI: 10.1134/S1070363226170019
Shruti Varshney, Rakhi Mishra, Harpreet Singh
{"title":"Retraction Note: Pyrazolidine-3,5-dione Derivatives: Synthesis, Computational, and In Vitro Screening Targeting Breast Cancer","authors":"Shruti Varshney,&nbsp;Rakhi Mishra,&nbsp;Harpreet Singh","doi":"10.1134/S1070363226170019","DOIUrl":"10.1134/S1070363226170019","url":null,"abstract":"","PeriodicalId":761,"journal":{"name":"Russian Journal of General Chemistry","volume":"96 10","pages":""},"PeriodicalIF":1.0,"publicationDate":"2026-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149189816","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
CeO2 and CeO2/Pd Fibrous Nanocomposites: Synthesis, Structure and Catalytic Activity in Suzuki-Miyaura Cross Coupling and Soot Oxidation Reactions CeO2和CeO2/Pd纤维纳米复合材料的合成、结构及其在Suzuki-Miyaura交叉偶联和烟尘氧化反应中的催化活性
IF 1 4区 化学
Russian Journal of General Chemistry Pub Date : 2026-10-15 DOI: 10.1134/S1070363226602450
Ekaterina I. Isaeva, Artem S. Igonin, Mikhail V. Staritsyn, Mikhail L. Fedoseev, Nadezhda V. Yakovleva
{"title":"CeO2 and CeO2/Pd Fibrous Nanocomposites: Synthesis, Structure and Catalytic Activity in Suzuki-Miyaura Cross Coupling and Soot Oxidation Reactions","authors":"Ekaterina I. Isaeva,&nbsp;Artem S. Igonin,&nbsp;Mikhail V. Staritsyn,&nbsp;Mikhail L. Fedoseev,&nbsp;Nadezhda V. Yakovleva","doi":"10.1134/S1070363226602450","DOIUrl":"10.1134/S1070363226602450","url":null,"abstract":"<p>A template method for the synthesis of fibrous cerium(IV) oxide and a photochemical method for its modification with palladium nanoparticles are proposed. It has been shown that irradiation of an aqueous solution of [Pd(NH<sub>2</sub>OH)<sub>4</sub>](OH)<sub>2</sub> in the presence of fibrous CeO<sub>2</sub> leads to the formation of monodisperse palladium particles with an average size of 65 nm on the CeO<sub>2</sub> surface. . The composition, crystal structure, morphology, specific surface area, and pore size distribution of the obtained CeO<sub>2</sub>/Pd nanocomposites were investigated by scanning electron microscopy, energy dispersive X-ray spectroscopy, X-ray powder diffraction analysis, FT-IR spectroscopy and N<sub>2</sub> adsorption-desorption isotherm analysis. The catalytic activity of the CeO<sub>2</sub>/Pd nanocomposites in the Suzuki–Miyaura C–C cross-coupling reactions is demonstrated using the example of biaryl synthesis from bromosalicylic aldehyde, as well as in soot oxidation reactions.</p>","PeriodicalId":761,"journal":{"name":"Russian Journal of General Chemistry","volume":"96 10","pages":""},"PeriodicalIF":1.0,"publicationDate":"2026-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149189814","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Synthesis and Breast Cancer Evaluation of Benzimidazole-Based [1,2,4]-Triazolo[3,4-b][1,3,4]thiadiazine Hybrids as EGFR-Targeted Inhibitors 苯并咪唑类[1,2,4]-三唑[3,4-b][1,3,4]噻二嗪杂化合物egfr靶向抑制剂的合成及乳腺癌评价
IF 1 4区 化学
Russian Journal of General Chemistry Pub Date : 2026-10-15 DOI: 10.1134/S1070363226603662
Sirikonda Bhagyalaxmi, Vasudeva Reddy Nagavelli
{"title":"Synthesis and Breast Cancer Evaluation of Benzimidazole-Based [1,2,4]-Triazolo[3,4-b][1,3,4]thiadiazine Hybrids as EGFR-Targeted Inhibitors","authors":"Sirikonda Bhagyalaxmi,&nbsp;Vasudeva Reddy Nagavelli","doi":"10.1134/S1070363226603662","DOIUrl":"10.1134/S1070363226603662","url":null,"abstract":"<p>A series of new benzimidazole-based [1,2,4]triazolo[3,4-<i>b</i>][1,3,4]thiadiazine derivatives was produced and tested for anticancer and EGFR inhibitory properties. The synthesized compounds exhibited moderate to significant cytotoxic effect against breast cancer MCF-7 and MDA-MB-231 cell lines. 6-(3,5-Dinitrophenyl)- and 6-(3,4-dichlorophenyl)-3-[(2-methyl-1<i>H</i>-benzo[<i>d</i>]imidazol-1-yl)methyl]-7<i>H</i>-[1,2,4]triazolo[3,4-<i>b</i>][1,3,4]thiadiazines among them showed significant anticancer activity equivalent to the conventional drug erlotinib. 6-(3,5-Dinitrophenyl)-3-[(2-methyl-1<i>H</i>-benzo[<i>d</i>]imidazol-1-yl)methyl]-7<i>H</i>-[1,2,4]triazolo[3,4-<i>b</i>][1,3,4]thiadiazine showed the most potent EGFR inhibition with an IC<sub>50</sub> value of 0.38 ± 0.04 μM. Molecular docking studies against EGFR protein (PDB ID: 4HJO) showed significant binding interactions wherein the compound demonstrated the highest docking score of –10.59 kcal/mol with three hydrogen bond interactions. The results indicate that 6-(3,5-dinitrophenyl)-3-[(2-methyl-1<i>H</i>-benzo[<i>d</i>]imidazol-1-yl)methyl]-7<i>H</i>-[1,2,4]triazolo[3,4-<i>b</i>][1,3,4]thiadiazine can be a promising lead chemical for EGFR targeted anticancer treatment.</p>","PeriodicalId":761,"journal":{"name":"Russian Journal of General Chemistry","volume":"96 10","pages":""},"PeriodicalIF":1.0,"publicationDate":"2026-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149189815","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Synthesis of Aromatic Aminopolyol and Its Effect on the Properties of Rigid Polyurethane Foams 芳香族氨基多元醇的合成及其对硬质聚氨酯泡沫性能的影响
IF 1 4区 化学
Russian Journal of General Chemistry Pub Date : 2026-10-15 DOI: 10.1134/S1070363226601717
Sofia A. Baltacheva, Indira N. Bakirova
{"title":"Synthesis of Aromatic Aminopolyol and Its Effect on the Properties of Rigid Polyurethane Foams","authors":"Sofia A. Baltacheva,&nbsp;Indira N. Bakirova","doi":"10.1134/S1070363226601717","DOIUrl":"10.1134/S1070363226601717","url":null,"abstract":"<p>An aromatic aminopolyol, 2,6-bis{[bis(2-hydroxyethyl)amino]methyl}-4-(2,4-dimethylheptan-3-yl)phenol, was synthesized via the Mannich reaction. The process involves the catalytic condensation of nonylphenol, formaldehyde, and diethanolamine, followed by catalyst neutralization with an alkali solution and water removal by distillation. The structure of the target product was confirmed by mass spectrometry, IR spectroscopy, and chemical analysis. The presence of hydroxyl groups, tertiary nitrogen atoms, and a nonyl fragment in the aminopolyol structure, which act as a structuring agent, catalyst, and surfactant, respectively, provided the rationale for selecting the product as a multifunctional additive in the synthesis of rigid polyurethane foam. A formulation incorporating the aminopolyol was developed, which accelerated the foaming process and yielded rigid polyurethane foam with low thermal conductivity. The research findings indicate the promising potential of using this aminopolyol for producing competitive polyurethane thermal insulation materials.</p>","PeriodicalId":761,"journal":{"name":"Russian Journal of General Chemistry","volume":"96 10","pages":""},"PeriodicalIF":1.0,"publicationDate":"2026-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149189827","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Machine Learning-ANN Driven Hardness Modeling in SPS-Processed AlCuCrFeMnWx High-Entropy Alloys 机器学习-神经网络驱动的sps加工AlCuCrFeMnWx高熵合金硬度建模
IF 1 4区 化学
Russian Journal of General Chemistry Pub Date : 2026-09-30 DOI: 10.1134/S1070363226602279
Devesh Kumar, Sangeeta Sharma, Sheetal Kumar Dewangan
{"title":"Machine Learning-ANN Driven Hardness Modeling in SPS-Processed AlCuCrFeMnWx High-Entropy Alloys","authors":"Devesh Kumar,&nbsp;Sangeeta Sharma,&nbsp;Sheetal Kumar Dewangan","doi":"10.1134/S1070363226602279","DOIUrl":"10.1134/S1070363226602279","url":null,"abstract":"<p>This study explores the design and synthesis of nanocrystalline AlCuCrFeMnW<i>ₓ</i> high-entropy alloys through an integrated approach that combines mechanical alloying (MA) and spark plasma sintering (SPS), thereby enabling precise control over microstructural evolution and phase stability. Beyond experimental development, the work advances into a data-driven paradigm by establishing a robust artificial neural network (ANN) framework to capture the complex, nonlinear relationships between compositional variables, processing parameters, and resultant mechanical properties. A dataset comprising 20 samples, curated from experimental and literature sources, was used to develop and rigorously validate the model using exhaustive 20-fold leave-one-out cross-validation (LOOCV), incorporating six independent compositional inputs (Fe excluded due to near-perfect collinearity with Al, <i>r</i> = 0.9996) along with sintering temperature as a processing parameter. A reduced ANN architecture (7–5–1), employing Bayesian-regularized backpropagation, was evaluated alongside linear regression, random forest, support vector regression, and gradient boosting under an identical, leakage-free protocol with fold-wise feature standardization. Under LOOCV, the support vector regression model achieved the best generalization performance (<i>R</i><sup>2</sup> = 0.5301, RMSE = 144.52 HV, accuracy = 67.23%), followed by the ANN (<i>R</i><sup>2</sup> = 0.4084, RMSE = 162.16 HV, accuracy = 64.47%); all evaluated models’ RMSE exceeded the experimental Vickers indentation measurement uncertainty ( ± 11.75 HV), indicating that the residual error reflects genuine model limitation rather than measurement noise. This synergy between advanced processing techniques and a statistically rigorous, leakage-free machine-learning validation protocol establishes a transparent and reproducible pathway toward cost-effective alloy design, where experimental efforts are guided and refined through computational intelligence.</p>","PeriodicalId":761,"journal":{"name":"Russian Journal of General Chemistry","volume":"96 10","pages":""},"PeriodicalIF":1.0,"publicationDate":"2026-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149133189","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Synthesis, Biological Properties, and Docking Study of 5-Substituted 2-[2-(Aryl)vinyl]-6-methylpyrimidin-4(3H)-ones 5-取代2-[2-(芳基)乙烯基]-6-甲基嘧啶-4(3H)-酮的合成、生物学性质及对接研究
IF 1 4区 化学
Russian Journal of General Chemistry Pub Date : 2026-09-30 DOI: 10.1134/S107036322660219X
Zaruhi A. Hovasyan, Anna G. Sukiasyan, Hasmik A. Sargsyan, Jemma L. Barseghyan, Arthur A. Hambardzumyan, Mark Yu. Danghyan, Astghik A. Shahkhatuni, Arthur A. Harutyunyan
{"title":"Synthesis, Biological Properties, and Docking Study of 5-Substituted 2-[2-(Aryl)vinyl]-6-methylpyrimidin-4(3H)-ones","authors":"Zaruhi A. Hovasyan,&nbsp;Anna G. Sukiasyan,&nbsp;Hasmik A. Sargsyan,&nbsp;Jemma L. Barseghyan,&nbsp;Arthur A. Hambardzumyan,&nbsp;Mark Yu. Danghyan,&nbsp;Astghik A. Shahkhatuni,&nbsp;Arthur A. Harutyunyan","doi":"10.1134/S107036322660219X","DOIUrl":"10.1134/S107036322660219X","url":null,"abstract":"<p>5-Substituted 6-methyl-2-[(<i>E</i>)-2-aryl)ethenyl]pyrimidin-4(3<i>H</i>)-ones and 2,4-dioxo-6-[(<i>E</i>)-2-arylethenyl]-1,2,3,4-tetrahydropyrimidine-5-carbaldehydes were obtained by condensation of 5-substituted 2,6-dimethylpyrimidin-4(3<i>H</i>)-ones and 6-methyl-2,4-dioxo-1,2,3,4-tetrahydropyrimidine-5-carbaldehyde with aromatic aldehydes, respectively. The antibacterial and antifungal properties of the obtained compounds were studied and a docking study was carried out against four targets.</p>","PeriodicalId":761,"journal":{"name":"Russian Journal of General Chemistry","volume":"96 10","pages":""},"PeriodicalIF":1.0,"publicationDate":"2026-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149133187","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Synthesis of 2,3′-Azacorrole Dimer via Acid-Catalyzed Oxidative Coupling 酸催化氧化偶联合成2,3 ' -氮杂咯二聚体
IF 1 4区 化学
Russian Journal of General Chemistry Pub Date : 2026-09-30 DOI: 10.1134/S1070363226603170
Guoru Chen, Zhonglan Wei, Guangyuan Luo, Xiaofang Li
{"title":"Synthesis of 2,3′-Azacorrole Dimer via Acid-Catalyzed Oxidative Coupling","authors":"Guoru Chen,&nbsp;Zhonglan Wei,&nbsp;Guangyuan Luo,&nbsp;Xiaofang Li","doi":"10.1134/S1070363226603170","DOIUrl":"10.1134/S1070363226603170","url":null,"abstract":"<p>2,3′-Azacorrole dimer was synthesized via regioselective oxidative coupling of 10-azacorrole by <i>p</i>-chloranil in the presence of trifluoroacetic acid in moderate yield. The structures of all the products were characterized thoroughly by NMR and HRMS. The UV-Vis absorption spectra show obvious bathochromic shifts of both the Soret band and Q bands, along with a marked increase in the absorbance of the Q bands.</p>","PeriodicalId":761,"journal":{"name":"Russian Journal of General Chemistry","volume":"96 10","pages":""},"PeriodicalIF":1.0,"publicationDate":"2026-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149133173","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Composite Topological Descriptor for Analyzing Sublimation-Enthalpy and Ionization-Energy Trends in Polycyclic Conjugated Hydrocarbons 用于分析多环共轭烃升华焓和电离能趋势的复合拓扑描述子
IF 1 4区 化学
Russian Journal of General Chemistry Pub Date : 2026-09-30 DOI: 10.1134/S1070363226602589
Hamad Mukhtar, Tahira Perveen Nawaz, Muhammad Saleem
{"title":"A Composite Topological Descriptor for Analyzing Sublimation-Enthalpy and Ionization-Energy Trends in Polycyclic Conjugated Hydrocarbons","authors":"Hamad Mukhtar,&nbsp;Tahira Perveen Nawaz,&nbsp;Muhammad Saleem","doi":"10.1134/S1070363226602589","DOIUrl":"10.1134/S1070363226602589","url":null,"abstract":"<p>Polycyclic conjugated hydrocarbons (PCHs) provide a useful molecular set for examining how size, connectivity, and fusion topology are reflected in graph-theoretical descriptors. In this study, a log-transformed equal-weight composite descriptor, <i>C</i>(<i>G</i>), was constructed from the Wiener, Harary, Randić, first Zagreb, and metric degree polynomial indices. Structural descriptor and degeneracy analyses were conducted for 23 PCHs, whereas endpoint-specific complete datasets of 20 compounds were used for sublimation enthalpy (Δ<i>H</i><sub>sub</sub>) and experimental gas-phase ionization energy (<i>IE</i>). The ionization-energy-related electronic-response proxy was defined as <i>R</i><sub><i>IE</i></sub> = 1/<i>IE</i>, without any additional numerical scaling. <i>C</i>(<i>G</i>) showed positive monotonic associations with Δ<sub>sub</sub><i>H</i><sub>m</sub> (298.15 K) (Spearman ρ = 0.8951, <i>p</i> = 9.95 × 10<sup>–8</sup>) and <i>R</i><sub><i>IE</i></sub> (ρ = 0.7364, <i>p</i> = 2.14 × 10<sup>–4</sup>). Simple linear regression explained 80.54% of the variation in Δ<sub>sub</sub><i>H</i><sub>m</sub> (298.15 K) and 50.66% of the variation in RIE within the corresponding datasets. Under leave-one-out cross-validation, the OLS multi-descriptor model produced the highest internal <i>Q</i><sup>2</sup> values for both Δ<sub>sub</sub><i>H</i><sub>m</sub> (298.15 K) (<i>Q</i><sup>2</sup> = 0.8420; RMSECV = 14.73 kJ mol<sup>–1</sup>) and <i>R</i><sub><i>IE</i></sub> (<i>Q</i><sup>2</sup> = 0.5491; RMSECV = 0.005722 <i>e</i><sup>–1</sup>). However, these results should be interpreted cautiously because each endpoint dataset contains only 20 compounds and the descriptor components are strongly intercorrelated. At full numerical precision, <i>C</i>(<i>G</i>) assigned distinct values to all 23 structures, although its discrimination decreased after numerical rounding. The findings therefore represent exploratory, internally validated structure–property associations rather than externally validated predictive models.</p>","PeriodicalId":761,"journal":{"name":"Russian Journal of General Chemistry","volume":"96 10","pages":""},"PeriodicalIF":1.0,"publicationDate":"2026-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149133146","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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