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23 pages, 3441 KB  
Article
Tuning of Photocatalytic and Piezophotocatalytic Activity of Bi3TiNbO9 via Synthesis-Controlled Surface Defect Engineering
by Farid F. Orudzhev, Asiyat G. Magomedova, Sergei A. Kurnosenko, Vladislav E. Beklemyshev, Wei Li, Chuanyi Wang and Irina A. Zvereva
Molecules 2025, 30(20), 4136; https://doi.org/10.3390/molecules30204136 (registering DOI) - 20 Oct 2025
Abstract
In this work, we investigate advanced photocatalyst Bi3TiNbO9 as promising piezophotocatalyst in terms of the effect of synthesis methods on the surface chemistry, structure, and catalytic performance in process of contaminant removal. Samples were prepared via solid-state reaction (BTNO-900) and [...] Read more.
In this work, we investigate advanced photocatalyst Bi3TiNbO9 as promising piezophotocatalyst in terms of the effect of synthesis methods on the surface chemistry, structure, and catalytic performance in process of contaminant removal. Samples were prepared via solid-state reaction (BTNO-900) and molten salt synthesis (BTNO-800), leading to distinct morphologies and defect distributions. SEM imaging revealed that BTNO-900 consists of agglomerated, irregular particles, while BTNO-800 exhibits well-faceted, plate-like grains. Nitrogen adsorption analysis showed that the molten-synthesized sample possesses a significantly higher specific surface area (5.9 m2/g vs. 1.4 m2/g) and slightly larger average pore diameter (2.8 nm vs. 2.6 nm). High-resolution XPS revealed systematic shifts in binding energies for Bi 4f, Ti 2p, Nb 3d, and O 1s peaks in BTNO-900, accompanied by a higher content of adsorbed oxygen species (57% vs. 7.2%), indicating an increased concentration of oxygen vacancies and surface hydroxylation due to the solid-state synthesis route. Catalytic testing demonstrated that BTNO exhibits enhanced piezocatalytic efficiency of Methylene Blue degradation (~78% for both samples), whereas BTNO-800 shows significantly reduced photocatalytic activity (45.6%) compared to BTNO-900 (84.1%), suggesting recombination effects dominate in the more defective material. Synergism of light and mechanical stress results in piezophotocatalytic degradation for both samples (92.4% and 93.4%, relatively). These findings confirm that synthesis-controlled defect engineering is a key parameter for optimizing the photocatalytic behavior of Bi3TiNbO9-based layered oxides and crucial role of its piezocatalytic activity. Full article
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19 pages, 3319 KB  
Article
DNA Damage Response and Redox Status in the Resistance of Multiple Myeloma Cells to Genotoxic Treatment
by Panagiotis Malamos, Christina Papanikolaou, Elisavet Deligianni, Dimitra Mavroeidi, Konstantinos Koutoulogenis, Maria Gavriatopoulou, Evangelos Terpos and Vassilis L. Souliotis
Int. J. Mol. Sci. 2025, 26(20), 10171; https://doi.org/10.3390/ijms262010171 - 19 Oct 2025
Abstract
The DNA Damage Response (DDR) network is an essential machinery for maintaining genomic integrity, with DDR defects being implicated in cancer initiation, progression, and treatment resistance. Moreover, oxidative stress, an imbalance between reactive oxygen species production and antioxidant defense, can significantly impact cell [...] Read more.
The DNA Damage Response (DDR) network is an essential machinery for maintaining genomic integrity, with DDR defects being implicated in cancer initiation, progression, and treatment resistance. Moreover, oxidative stress, an imbalance between reactive oxygen species production and antioxidant defense, can significantly impact cell viability, leading to cell death or survival. Herein, we tested the hypothesis that DDR-related signals and redox status measured in multiple myeloma (MM) cell lines correlate with the sensitivity to genotoxic insults. At baseline and following irradiation with Ultraviolet C (UVC; 50 J/m2) or treatment with melphalan (100 μg/mL for 5 min) DDR-related parameters, redox status expressed as GSH/GSSG ratio and apurinic/apyrimidinic sites were evaluated in a panel of eleven human MM cell lines and one healthy B lymphoblastoid cell line. We found that MM cell lines with increased apoptosis rates displayed significantly higher levels of endogenous/baseline DNA damage, reduced GSH/GSSG ratio, augmented apurinic/apyrimidinic lesions, decreased nucleotide excision repair and interstrand crosslinks repair capacities, and highly condensed chromatin structure. Taken together, these findings demonstrate that DDR-related parameters and redox status correlate with the sensitivity of MM cells to DNA-damaging agents, specifically melphalan, and, if further validated, may be exploited as novel sensitive/effective biomarkers. Full article
(This article belongs to the Section Molecular Biology)
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13 pages, 3509 KB  
Article
Sol–Gel Synthesis and Multi-Technique Characterization of Graphene-Modified Ca2.95Eu0.05Co4Ox Nanomaterials
by Serhat Koçyiğit
Polymers 2025, 17(20), 2767; https://doi.org/10.3390/polym17202767 - 16 Oct 2025
Viewed by 217
Abstract
This study employs a multi-technique approach to elucidate how graphene incorporation affects phase formation, microstructure, and thermal behavior in PVA-assisted sol–gel synthesized Ca2.95Eu0.05Co4Ox nanomaterials. XRD confirms the preservation of the primary phases (hexagonal CaCO3 and [...] Read more.
This study employs a multi-technique approach to elucidate how graphene incorporation affects phase formation, microstructure, and thermal behavior in PVA-assisted sol–gel synthesized Ca2.95Eu0.05Co4Ox nanomaterials. XRD confirms the preservation of the primary phases (hexagonal CaCO3 and cubic CoO) alongside a distinct graphene (002) reflection; a systematic low-angle shift of the calcite (104) peak evidences partial relaxation of residual lattice strain with increasing graphene content, while Scherrer analysis indicates tunable crystallite size. Raman spectroscopy corroborates graphene incorporation through pronounced D (~1300 cm−1) and G (~1580 cm−1) bands and supports the XRD-identified phase coexistence via cobalt-oxide and calcite vibrations in the 200–700 cm−1 region, also indicating increased defect/disorder with graphene loading. SEM shows grain refinement, denser/bridged lamellar textures, and reduced porosity at low–moderate graphene contents (1–3 wt.%), contrasted by agglomeration-driven heterogeneity at higher loadings (5–7 wt.%). EDX reveals increasing carbon with Ca/Co redistribution at accessible surfaces, and TG–DSC corroborates the removal of oxygen-containing groups and oxidative combustion of graphene at mid temperatures. Collectively, Raman–XRD-consistent evidence demonstrates that graphene provides a tunable handle over lattice strain, crystallite size, and grain-boundary architecture, establishing a processing–composition basis for optimizing functional (e.g., electrical/thermoelectric) performance. Full article
(This article belongs to the Special Issue Polymers in Inorganic Chemistry: Synthesis and Applications)
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17 pages, 14976 KB  
Article
Hierarchical Porous P-Doped NiCo Alloy with α/ε Phase-Defect Synergy to Boost Alkaline HER Kinetics and Bifunctional Activity
by Lun Yang, Meng Zhang, Mengran Shi, Yi Yao, Ying Liu, Jianqing Zhou, Yi Cao, Zhong Li, Meifeng Liu, Xiuzhang Wang, Zhixing Gan, Haixiao Zhang, Shuai Chang, Gang Zhou and Yun Shan
Nanomaterials 2025, 15(20), 1562; https://doi.org/10.3390/nano15201562 - 14 Oct 2025
Viewed by 229
Abstract
Non-precious catalysts for alkaline hydrogen evolution reaction (HER) face a fundamental multi-scale challenge: lack of synergy between electronic structure tuning for balancing H adsorption and water dissociation, active site stabilization for boosting intrinsic turnover frequency (TOF), and mass transport. Even Pt loses 2–3 [...] Read more.
Non-precious catalysts for alkaline hydrogen evolution reaction (HER) face a fundamental multi-scale challenge: lack of synergy between electronic structure tuning for balancing H adsorption and water dissociation, active site stabilization for boosting intrinsic turnover frequency (TOF), and mass transport. Even Pt loses 2–3 orders of magnitude activity in alkaline media due to inefficient water dissociation, a synergistic gap unresolved by the Sabatier principle alone. Existing strategies only address isolated aspects: phase engineering optimizes electronic structure but not active site stability; heteroatom doping introduces defects unlinked to mass transport; and nanostructuring enhances mass transfer but not atomic-level activity. None of them address multi-scale mechanistic synergy. Herein, we design a hierarchically porous P-doped NiCo alloy (hpP-NiCo) with an aim of achieving this synergy via integrating α-FCC/ε-HCP phases, P-induced defects, and 3D porosity. The formed α/ε interface tunes the d-band center to balance H adsorption and water dissociation; and the doped P stabilizes metal-vacancy sites to boost TOF. In addition, porosity matches mass transport with active site accessibility. In 1 M KOH, hpP-NiCo reaches 1000 mA cm−2 at 185 mV overpotential and has a Tafel slope of 43.1 mV dec−1, corresponding to electrochemical desorption as the rate-limiting step and verifying Volmer acceleration. Moreover, it also exhibits bifunctional oxygen evolution reaction (OER), achieving 100 mA cm−2 at potential of 1.55 V. This work establishes a mechanistic synergy model for non-precious HER catalysts. Full article
(This article belongs to the Section Energy and Catalysis)
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32 pages, 5594 KB  
Article
In Vitro Antioxidant Activity and In Vivo Neuroprotective Effect of Parastrephia quadrangularis in a Drosophila Parkinson’s Disease Model
by Branco Cárdenas, Ayza Cuevas, Duxan Arancibia, Lucas Urrutia, Pedro Zamorano, Adrián Paredes and Rafaella V. Zárate
Antioxidants 2025, 14(10), 1226; https://doi.org/10.3390/antiox14101226 - 12 Oct 2025
Viewed by 612
Abstract
Oxidative stress (OxS) is a central factor in neurodegenerative diseases (NDs), including Parkinson’s disease (PD). Phenolic compounds, including flavonoids and coumarins, counteract reactive species and modulate key intracellular survival pathways, highlighting their therapeutic potential. Parastrephia quadrangularis (Pq), a plant from the [...] Read more.
Oxidative stress (OxS) is a central factor in neurodegenerative diseases (NDs), including Parkinson’s disease (PD). Phenolic compounds, including flavonoids and coumarins, counteract reactive species and modulate key intracellular survival pathways, highlighting their therapeutic potential. Parastrephia quadrangularis (Pq), a plant from the Atacama Desert traditionally used by Andean communities, contains phenolic compounds with antioxidant, antifungal, and anti-inflammatory activities. However, its neuroprotective potential remains unexplored. Here, a hydroalcoholic extract (HAE) of Pq and four subfractions (MeOH, EtOAc, DCM, and n-hex) were obtained and assessed for in vitro antioxidant activity, with HAE selected for its consistent activity. In SH-SY5Y cells, HAE-Pq lowered basal reactive oxygen species and attenuated hydrogen peroxide-induced OxS. The UHPLC-MS analysis of HAE-Pq unveiled a high abundance of flavonoids, followed by coumarins and phenolic acids, and identified 16 additional metabolites, including jaceidin as the most abundant. In vivo assays using a Drosophila genetic PD model induced by overexpression of human α-synuclein, showed that HAE-Pq was non-toxic and non-aversive and that it delayed the onset of motor defects by one week in female flies. This study provides the first evidence of the neuroprotective potential of Pq, supporting its value as a source of bioactive metabolites relevant to NDs and reinforcing its ethnopharmacological validation. Full article
(This article belongs to the Special Issue Antioxidant Research in Chile—2nd Edition)
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31 pages, 1271 KB  
Review
Obesity-Driven Metabolic Disorders: The Interplay of Inflammation and Mitochondrial Dysfunction
by Wooyoung Choi, Gun Ha Woo, Tae-Hwan Kwon and Jae-Han Jeon
Int. J. Mol. Sci. 2025, 26(19), 9715; https://doi.org/10.3390/ijms26199715 - 6 Oct 2025
Viewed by 1141
Abstract
Obesity contributes to the development of metabolic disorders such as type 2 diabetes mellitus (T2DM) and metabolic dysfunction-associated steatotic liver disease (MASLD) through sustained low-grade inflammation and mitochondrial dysfunction. In obesity, hypertrophied adipose tissue release high levels of pro-inflammatory cytokines, including TNF-α, IL-6, [...] Read more.
Obesity contributes to the development of metabolic disorders such as type 2 diabetes mellitus (T2DM) and metabolic dysfunction-associated steatotic liver disease (MASLD) through sustained low-grade inflammation and mitochondrial dysfunction. In obesity, hypertrophied adipose tissue release high levels of pro-inflammatory cytokines, including TNF-α, IL-6, and IL-1β, and elevates circulating free fatty acids. These changes promote systemic insulin resistance and ectopic lipid deposition. Mitochondrial dysfunction, including reduced oxidative phosphorylation, excess reactive oxygen species (ROS) production, and mitochondrial DNA damage, further stimulate inflammatory pathways such as the NLRP3 inflammasome, creating a feedback loop that worsens metabolic stress. Ultimately, this interaction disrupts energy balance, weakens insulin signaling, and accelerates β-cell dysfunction and hepatic steatosis. In both T2DM and MASLD, oxidative stress, defective mitochondrial quality control, and dysregulated immunometabolic responses are consistently observed pathophysiological features. Interventions aimed at reducing inflammation and restoring mitochondrial function—including lifestyle modification, mitochondria-targeted therapies, inflammasome regulation, and enhancement of mitochondrial biogenesis or mitophagy—may retard disease progression. Full article
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45 pages, 10473 KB  
Review
Strategies for Enhancing BiVO4 Photoanodes for PEC Water Splitting: A State-of-the-Art Review
by Binh Duc Nguyen, In-Hee Choi and Jae-Yup Kim
Nanomaterials 2025, 15(19), 1494; https://doi.org/10.3390/nano15191494 - 30 Sep 2025
Viewed by 429
Abstract
Bismuth vanadate (BiVO4) has attracted significant attention as a photoanode material for photoelectrochemical (PEC) water splitting due to its suitable bandgap (~2.4 eV), strong visible light absorption, chemical stability, and cost-effectiveness. Despite these advantages, its practical application remains constrained by intrinsic [...] Read more.
Bismuth vanadate (BiVO4) has attracted significant attention as a photoanode material for photoelectrochemical (PEC) water splitting due to its suitable bandgap (~2.4 eV), strong visible light absorption, chemical stability, and cost-effectiveness. Despite these advantages, its practical application remains constrained by intrinsic limitations, including poor charge carrier mobility, short diffusion length, and sluggish oxygen evolution reaction (OER) kinetics. This review critically summarizes recent advancements aimed at enhancing BiVO4 PEC performance, encompassing synthesis strategies, defect engineering, heterojunction formation, cocatalyst integration, light-harvesting optimization, and stability improvements. Key fabrication methods—such as solution-based, vapor-phase, and electrochemical approaches—along with targeted modifications, including metal/nonmetal doping, surface passivation, and incorporation of electron transport layers, are discussed. Emphasis is placed on strategies to improve light absorption, charge separation efficiency (ηsep), and charge transfer efficiency (ηtrans) through bandgap engineering, optical structure design, and catalytic interface optimization. Approaches to enhance stability via protective overlayers and electrolyte tuning are also reviewed, alongside emerging applications of BiVO4 in tandem PEC systems and selective solar-driven production of value-added chemicals, such as H2O2. Finally, critical challenges, including the scale-up of electrode fabrication and the elucidation of fundamental reaction mechanisms, are highlighted, providing perspectives for bridging the gap between laboratory performance and practical implementation. Full article
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10 pages, 1628 KB  
Article
Improving the Performance of Ultrathin ZnO TFTs Using High-Pressure Hydrogen Annealing
by Hae-Won Lee, Minjae Kim, Jae Hyeon Jun, Useok Choi and Byoung Hun Lee
Nanomaterials 2025, 15(19), 1484; https://doi.org/10.3390/nano15191484 - 28 Sep 2025
Viewed by 368
Abstract
Ultrathin oxide semiconductors are promising channel materials for next-generation thin-film transistors (TFTs), but their performance is severely limited by bulk and interface defects as the channel thickness approaches a few nanometers. In this study, we show that high-pressure hydrogen annealing (HPHA) effectively mitigates [...] Read more.
Ultrathin oxide semiconductors are promising channel materials for next-generation thin-film transistors (TFTs), but their performance is severely limited by bulk and interface defects as the channel thickness approaches a few nanometers. In this study, we show that high-pressure hydrogen annealing (HPHA) effectively mitigates these limitations in 3.6 nm thick ZnO TFTs. HPHA-treated devices exhibit a nearly four-fold increase in on-current, a steeper subthreshold swing, and a negative shift in threshold voltage compared to reference groups. X-ray photoelectron spectroscopy reveals a marked reduction in oxygen vacancies and hydroxyl groups, while capacitance–voltage measurements confirm more than a three-fold decrease in interface trap density. Low-frequency noise analysis further demonstrates noise suppression and a transition in the dominant noise mechanism from carrier number fluctuation to mobility fluctuation. These results establish HPHA as a robust strategy for defect passivation in ultrathin oxide semiconductor channels and provide critical insights for their integration into future low-power, high-density electronic systems. Full article
(This article belongs to the Section Nanofabrication and Nanomanufacturing)
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23 pages, 2424 KB  
Review
Molecular Insights into Human Placentation: From Villous Morphogenesis to Pathological Pathways and Translational Biomarkers
by Ioana Vornic, Radu Caprariu, Dorin Novacescu, Alina Cristina Barb, Victor Buciu, Adelina Băloi, Diana Szekely, Cristian Silviu Suciu, Catalin Dumitru, Raul Patrascu, Flavia Zara and Cristina Stefania Dumitru
Int. J. Mol. Sci. 2025, 26(19), 9483; https://doi.org/10.3390/ijms26199483 - 28 Sep 2025
Viewed by 453
Abstract
Placental dysfunction underlies the major obstetric syndromes, including preeclampsia, fetal growth restriction, placenta accreta spectrum, pregnancy loss, and monochorionic twin complications. Recent molecular studies have revealed that dysregulated oxygen sensing, impaired angiogenic signaling, altered immune tolerance, and defective trophoblast fusion represent shared pathogenic [...] Read more.
Placental dysfunction underlies the major obstetric syndromes, including preeclampsia, fetal growth restriction, placenta accreta spectrum, pregnancy loss, and monochorionic twin complications. Recent molecular studies have revealed that dysregulated oxygen sensing, impaired angiogenic signaling, altered immune tolerance, and defective trophoblast fusion represent shared pathogenic pathways that converge across these disorders. Integrating morphological evidence with mechanistic data highlights how villous maldevelopment, shallow trophoblast invasion, and aberrant vascular remodeling translate into clinical disease. Advances in biomarker research have already transformed clinical care: the sFlt-1/PlGF ratio is now established in the prediction and management of preeclampsia, while placental proteins such as PAPP-A and PP13, nucleic acid signatures including cfDNA, cfRNA and miRNAs, and extracellular vesicle cargo show promising potential for early, non-invasive detection of placental pathology. Multi-omics approaches, particularly single-cell and spatial transcriptomics combined with proteomic and metabolomic profiling, are paving the way for composite diagnostic panels that capture the polygenic and multicellular nature of placental disease. This review synthesizes current knowledge of molecular mechanisms, histological correlates, and translational biomarkers, and outlines how precision obstetrics may emerge from bridging mechanistic discoveries with clinical applications. Full article
(This article belongs to the Special Issue Molecular Insights into Placental Pathology)
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15 pages, 9756 KB  
Article
Interaction of Oxygen Molecules with Fe Atom-Doped γ-Graphyne Surfaces: First-Principles Calculations
by Bin Zhao, Jiayi Yin, Zhuoting Xiong, Wentao Yang, Peng Guo, Meng Li, Haoxian Zeng and Jianjun Wang
Nanomaterials 2025, 15(19), 1479; https://doi.org/10.3390/nano15191479 - 27 Sep 2025
Viewed by 308
Abstract
The activation and dissociation of O2 molecules play a key role in the oxidation of toxic gas molecules and the oxygen reduction reaction (ORR) in hydrogen–oxygen fuel cells. The interactions between O2 molecules and the surfaces of Fe-doped γ-graphyne were systematically [...] Read more.
The activation and dissociation of O2 molecules play a key role in the oxidation of toxic gas molecules and the oxygen reduction reaction (ORR) in hydrogen–oxygen fuel cells. The interactions between O2 molecules and the surfaces of Fe-doped γ-graphyne were systematically explored, mainly adopting the combined method of the density functional theory with dispersion correction (DFT-D3) and the climbing image nudged elastic band (CI-NEB) method. The order of the formation energy values of these defective systems is Ef(FeC2) < Ef(FeC1) < Ef(FeD1) < Ef(VC1) < Ef(VD1) < Ef(VC2) < Ef(FeD2) < Ef(VD2), which indicates that the process of Fe dopant atoms substituting single-carbon atoms/double-carbon atoms is relatively easier than the formation of vacancy-like defects. The results of ab initio molecular dynamics (AIMD) simulations confirm that the doped systems can maintain structural stability at room temperature conditions. Fe-doped atoms transfer a certain amount of electrons to the adsorbed O2 molecules, thereby causing an increase in the O-O bond length of the adsorbed O2 molecules. The electrons obtained by the anti-bonding 2π* orbitals of the adsorbed O2 molecules are mainly derived from the 3d orbitals of Fe atoms. There is a competitive relationship between the substrate’s carbon atoms and the adsorbed O2 molecules for the charges transferred from Fe atoms. In the C1 and C2 systems, O2 molecules have a greater advantage in electron accepting ability compared to the substrate’s carbon atoms. The elongation of O-O bonds and the amount of charge transfer exhibit a positive relationship. More electrons are transferred from Fe-3d orbitals to adsorbed O2 molecules, occupying the 2π* orbitals of adsorbed O2 molecules, further elongating the O-O chemical bond until it breaks. The dissociation process of adsorbed O2 molecules on the surfaces of GY-Fe systems (C2 and D2 sites) involves very low energy barriers (0.016 eV for C2 and 0.12 eV for D2). Thus, our studies may provide useful insights for designing catalyst materials for oxidation reactions and the oxygen reduction reaction. Full article
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19 pages, 6620 KB  
Article
DFT Study of Oxygen Ion Migration in Mg-Doped Cubic Zirconia
by Zhussupbek M. Salikhodzha, Guldari B. Bairbayeva, Anatoli I. Popov, Raigul N. Kassymkhanova, Keleshek B. Zhangylyssov, Elena Popova and Marina Konuhova
Solids 2025, 6(4), 55; https://doi.org/10.3390/solids6040055 - 25 Sep 2025
Viewed by 437
Abstract
This work presents a theoretical investigation of ionic conductivity in cubic zirconia (c-ZrO2) doped with magnesium, using density functional theory (DFT) with the hybrid B3LYP functional as implemented in the CRYSTAL23 software package. It was found that the spatial arrangement of [...] Read more.
This work presents a theoretical investigation of ionic conductivity in cubic zirconia (c-ZrO2) doped with magnesium, using density functional theory (DFT) with the hybrid B3LYP functional as implemented in the CRYSTAL23 software package. It was found that the spatial arrangement of magnesium atoms and oxygen vacancies significantly affects the energy barriers for oxygen ion migration. Configurations with magnesium located along and outside the migration path were analyzed. The results show that when Mg2+ is positioned along the migration trajectory and near an oxygen vacancy, stable defect complexes are formed with minimal migration barriers ranging from 0.96 to 1.32 eV. An increased number of Mg atoms can lead to a further reduction in the barrier, although in certain configurations the barriers increase up to 3.0–4.6 eV. When doping occurs outside the migration path, the energy profile remains symmetric and moderate (0.9–1.1 eV), indicating only a weak background influence. These findings highlight the critical role of coordinated distribution of Mg atoms and oxygen vacancies along the migration pathway in forming efficient ion-conducting channels. This insight offers potential for designing high-performance zirconia-based electrolytes for solid oxide fuel cells and sensor applications. Full article
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21 pages, 1987 KB  
Review
Data-Driven Perovskite Design via High-Throughput Simulation and Machine Learning
by Yidi Wang, Dan Sun, Bei Zhao, Tianyu Zhu, Chengcheng Liu, Zixuan Xu, Tianhang Zhou and Chunming Xu
Processes 2025, 13(10), 3049; https://doi.org/10.3390/pr13103049 - 24 Sep 2025
Viewed by 699
Abstract
Perovskites (ABX3) exhibit remarkable potential in optoelectronic conversion, catalysis, and diverse energy-related fields. However, the tunability of A, B, and X-site compositions renders conventional screening methods labor-intensive and inefficient. This review systematically synthesizes the roles of physical simulations and machine learning [...] Read more.
Perovskites (ABX3) exhibit remarkable potential in optoelectronic conversion, catalysis, and diverse energy-related fields. However, the tunability of A, B, and X-site compositions renders conventional screening methods labor-intensive and inefficient. This review systematically synthesizes the roles of physical simulations and machine learning (ML) in accelerating perovskite discovery. By harnessing existing experimental datasets and high-throughput computational results, ML models elucidate structure-property relationships and predict performance metrics for solar cells, (photo)electrocatalysts, oxygen carriers, and energy-storage materials, with experimental validation confirming their predictive reliability. While data scarcity and heterogeneity inherently limit ML-based prediction of material property, integrating high-throughput computational methods as external mechanistic constraints—supplementing standardized, large-scale training data and imposing loss penalties—can improve accuracy and efficiency in bandgap prediction and defect engineering. Moreover, although embedding high-throughput simulations into ML architectures remains nascent, physics-embedded approaches (e.g., symmetry-aware networks) show increasing promise for enhancing physical consistency. This dual-driven paradigm, integrating data and physics, provides a versatile framework for perovskite design, achieving both high predictive accuracy and interpretability—key milestones toward a rational design strategy for functional materials discovery. Full article
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12 pages, 804 KB  
Article
Integrating Photon-Based Techniques to Probe Structural and Phonon Dynamics in Bacterial Cellulose
by Levente Csóka and Bunsho Ohtani
Polymers 2025, 17(18), 2544; https://doi.org/10.3390/polym17182544 - 20 Sep 2025
Viewed by 329
Abstract
Bacterial cellulose, a biopolymer synthesised by microorganisms, exhibits remarkable structural, optical, and electronic properties. This study utilised a range of photon- and electron-based techniques, including X-ray diffraction, proton nuclear magnetic resonance (1H-NMR), photoacoustic spectroscopy, and scanning electron microscopy, to thoroughly characterise [...] Read more.
Bacterial cellulose, a biopolymer synthesised by microorganisms, exhibits remarkable structural, optical, and electronic properties. This study utilised a range of photon- and electron-based techniques, including X-ray diffraction, proton nuclear magnetic resonance (1H-NMR), photoacoustic spectroscopy, and scanning electron microscopy, to thoroughly characterise BC. While XRD and NMR directly employ photons to probe the structure and composition, PAS indirectly converts absorbed photons into phonons to evaluate optoelectronic features. SEM revealed a dense nanofibrillar network with fibrils measuring 10–75 nm in diameter. XRD confirmed the crystalline nature of BC, identifying characteristic peaks associated with cellulose Iα. 1H-NMR relaxation analysis differentiated between the ordered and disordered cellulose regions. PAS determined an optical bandgap of 2.97 eV and identified defect states between 3.6 and 2.9 eV, including a prominent peak at 3.35 eV, likely resulting from oxygen vacancies, hydroxyl modifications, or UV-induced rearrangements. These defects modify BC’s electronic structure, suggesting potential for bandgap engineering. The integration of these complementary techniques provides a multidimensional understanding of BC’s morphology, crystallinity, and electronic behaviour, underscoring its potential in bioelectronics, advanced composites, and biomedical applications. Full article
(This article belongs to the Special Issue Advances in Cellulose-Based Polymers and Composites, 2nd Edition)
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20 pages, 3018 KB  
Article
Biological Properties of a Composite Polymer Material Based on Polyurea and Submicron-Sized Selenium Particles
by Sergey A. Shumeyko, Dmitriy E. Burmistrov, Denis V. Yanykin, Ilya V. Baimler, Alexandr V. Simakin, Maxim E. Astashev, Mikhail V. Dubinin, Roman Y. Pishchalnikov, Ruslan M. Sarimov, Valeriy A. Kozlov, Alexey S. Dorokhov and Andrey Yu. Izmailov
Inventions 2025, 10(5), 82; https://doi.org/10.3390/inventions10050082 - 19 Sep 2025
Viewed by 507
Abstract
Using the method of laser ablation in liquid, submicron-sized particles of zero-valent amorphous selenium (Se SMPs) were created. A number of composite polymer materials were manufactured based on polyurea and Se SMPs at concentrations ranging 0.1–2.5 wt.%. The manufactured materials showed no significant [...] Read more.
Using the method of laser ablation in liquid, submicron-sized particles of zero-valent amorphous selenium (Se SMPs) were created. A number of composite polymer materials were manufactured based on polyurea and Se SMPs at concentrations ranging 0.1–2.5 wt.%. The manufactured materials showed no significant surface or internal defects at either the macro or micro level. It was found that the Se SMPs were not uniformly distributed inside the polymer, but formed ordered areas with slightly higher and lower concentrations of the particles. It was demonstrated that the manufactured materials did not generate a significant amount of active oxygen species, which could damage biological objects such as protein molecules and DNA, while also exhibiting pronounced bacteriostatic properties without significantly affecting the growth and reproduction of mammalian cells. Materials containing 0.25 and 1% Se SMPs, when added to soil, improved the morphometric parameters of radish plants (Raphanus sativus var. sativus). These polymer composite materials based on polyurea with the addition of Se SMPs are promising functional materials for agriculture due to their antibacterial activity. Full article
(This article belongs to the Section Inventions and Innovation in Biotechnology and Materials)
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28 pages, 4839 KB  
Review
Advancing Zinc–Manganese Oxide Batteries: Mechanistic Insights, Anode Engineering, and Cathode Regulation
by Chuang Zhao, Yiheng Zhou, Yudong Liu, Bo Li, Zhaoqiang Li, Yu Zhang, Deqiang Wang, Ruilin Qiu, Qilin Shuai, Yuan Xue, Haoqi Wang, Xiaojuan Shen, Wu Wen, Di Wu and Qingsong Hua
Nanomaterials 2025, 15(18), 1439; https://doi.org/10.3390/nano15181439 - 18 Sep 2025
Viewed by 676
Abstract
Rechargeable aqueous Zn-MnO2 batteries are positioned as a highly promising candidate for next-generation energy storage, owing to their compelling combination of economic viability, inherent safety, exceptional capacity (with a theoretical value of ≈308 mAh·g−1), and eco-sustainability. However, this system still [...] Read more.
Rechargeable aqueous Zn-MnO2 batteries are positioned as a highly promising candidate for next-generation energy storage, owing to their compelling combination of economic viability, inherent safety, exceptional capacity (with a theoretical value of ≈308 mAh·g−1), and eco-sustainability. However, this system still faces multiple critical challenges that hinder its practical application, primarily including the ambiguous energy storage reaction mechanism (e.g., unresolved debates on core issues such as ion transport pathways and phase transition kinetics), dendrite growth and side reactions (e.g., the hydrogen evolution reaction and corrosion reaction) on the metallic Zn anode, inadequate intrinsic electrical conductivity of MnO2 cathodes (≈10−5 S·cm−1), active material dissolution, and structural collapse. This review begins by systematically summarizing the prevailing theoretical models that describe the energy storage reactions in Zn-Mn batteries, categorizing them into the Zn2+ insertion/extraction model, the conversion reaction involving MnOx dissolution–deposition, and the hybrid mechanism of H+/Zn2+ co-intercalation. Subsequently, we present a comprehensive discussion on Zn anode protection strategies, such as surface protective layer construction, 3D structure design, and electrolyte additive regulation. Furthermore, we focus on analyzing the performance optimization strategies for MnO2 cathodes, covering key pathways including metal ion doping (e.g., introduction of heteroions such as Al3+ and Ni2+), defect engineering (oxygen vacancy/cation vacancy regulation), structural topology optimization (layered/tunnel-type structure design), and composite modification with high-conductivity substrates (e.g., carbon nanotubes and graphene). Therefore, this review aims to establish a theoretical foundation and offer practical guidance for advancing both fundamental research and practical engineering of Zn-manganese oxide secondary batteries. Full article
(This article belongs to the Section Nanoelectronics, Nanosensors and Devices)
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