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16 pages, 4475 KB  
Article
Physical, Rheological and Microstructural Properties of Asphalt Modified by Low-Molecular-Weight Polyolefin
by Jun He, Binbin Leng, Meizhu Chen, Shijie Guo and Jingjun Yu
Materials 2026, 19(3), 571; https://doi.org/10.3390/ma19030571 (registering DOI) - 2 Feb 2026
Abstract
Improving both the high- and low-temperature performance of asphalt is still difficult in modern pavement applications. This performance imbalance has motivated the development of new modification strategies that can enhance temperature stability while maintaining construction workability. In this research, a low-molecular-weight elastic polyolefin [...] Read more.
Improving both the high- and low-temperature performance of asphalt is still difficult in modern pavement applications. This performance imbalance has motivated the development of new modification strategies that can enhance temperature stability while maintaining construction workability. In this research, a low-molecular-weight elastic polyolefin (POL) with inherent compatibility was introduced as a novel asphalt modifier. POL was incorporated at five dosages (0%, 2%, 4%, 6%, and 8% by weight of asphalt) to investigate its effects on the fundamental physical, rheological, and low-temperature properties of the asphalt. The rheological behavior was characterized by dynamic shear rheometer (DSR) and bending beam rheometer (BBR), while the modification mechanism and dispersion morphology were analyzed through Fourier-transform infrared spectroscopy (FT-IR) and fluorescence microscopy (FM). The results reveal that POL markedly improves the high-temperature performance and workability of asphalt, with the rutting factor increasing by two- to eightfold. POL modification improved the thermal stability of asphalt, shifting the maximum decomposition temperature from 455.2 °C for the base binder to 461–463 °C, while the total mass loss remained nearly constant at 80–83%. Microscopic observations confirm that POL forms a physically blended network within the asphalt matrix, exhibiting a green fluorescent structure that becomes progressively continuous with increasing dosage. The most homogeneous dispersion and optimal compatibility occur at a POL dosage of 6%, beyond which phase segregation emerges and low-temperature properties deteriorate. Accordingly, a 6% POL dosage is recommended for achieving balanced performance. These findings provide theoretical and practical guidance for the development of balanced performance and thermally stable POL-modified asphalt materials. Full article
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17 pages, 16432 KB  
Article
Enamel Remineralization Potential of Conventional and Biomimetic Toothpaste Formulations: A Comparative In Vitro Study
by Cristina-Angela Ghiorghe, Ionuţ Tărăboanţă, Sorin Andrian, Galina Pancu, Corneliu Munteanu, Bogdan Istrate, Fabian Cezar Lupu, Claudia Maxim and Ana Simona Barna
Dent. J. 2026, 14(2), 82; https://doi.org/10.3390/dj14020082 (registering DOI) - 2 Feb 2026
Abstract
Background/Objectives: Dental caries remains one of the most prevalent chronic diseases worldwide, making enamel remineralization a key objective in minimally invasive dentistry. This in vitro study compared the remineralization efficacy of five therapeutic toothpastes containing fluoride, NovaMin, CPP-ACP, nano-hydroxyapatite, arginine, and xylitol. [...] Read more.
Background/Objectives: Dental caries remains one of the most prevalent chronic diseases worldwide, making enamel remineralization a key objective in minimally invasive dentistry. This in vitro study compared the remineralization efficacy of five therapeutic toothpastes containing fluoride, NovaMin, CPP-ACP, nano-hydroxyapatite, arginine, and xylitol. Methods: Sixty enamel specimens were prepared from extracted human posterior teeth and artificially demineralized. Samples were randomly allocated into six groups (n = 10): one negative control (C1) stored in artificial saliva and five treatment groups (P1–P5). A 28-day remineralization protocol with twice-daily applications was performed. Scanning electron microscopy (SEM) and energy-dispersive X-ray spectroscopy (EDX) were used to assess surface morphology and elemental composition (Ca, P, F, Na, O, Ca/P ratio) at days 1, 14, and 28. Vickers microhardness testing was used to evaluate changes in mechanical properties. Statistical analysis included one-way ANOVA, repeated measures ANOVA, Tukey’s post hoc test, and Kruskal–Wallis where appropriate (α = 0.05). Results: All therapeutic toothpastes produced some increase in mineral content compared to the demineralized control. At day 28, significant intergroup differences were observed for calcium, phosphorus, and fluoride (p < 0.001). The arginine–fluoride formulation (P4) and the NovaMin-based formulation (P3) showed the most consistent increases in Ca and P, with SEM revealing the formation of a continuous, compact surface layer and marked reduction in prismatic porosities. Fluoride-containing toothpastes (P1, P3, P4) showed significant fluoride incorporation (p < 0.001 vs. control). The nano-hydroxyapatite/xylitol prototype (P5) produced a delayed but progressive increase in Ca and P, with partial filling of prismatic spaces. The CPP-ACP-based toothpaste (P2) led to limited changes, with only slight differences vs. control at day 28. Vickers microhardness values increased significantly in groups P1, P3, P4, and P5 (p < 0.05), in agreement with the higher mineral levels found in these samples. Conclusions: Under the present in vitro conditions, toothpastes containing fluoride in combination with NovaMin or arginine, as well as nano-hydroxyapatite/xylitol, demonstrated the highest remineralization potential under the present in vitro conditions, both chemically and mechanically. Xylitol-based formulations without a direct mineral supply showed limited effects. The pH and active composition of the toothpaste strongly influenced enamel remineralization outcomes. Full article
(This article belongs to the Section Preventive Dentistry)
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20 pages, 559 KB  
Article
Task-Driven Optimization of Ground User Clustering and Channel Access in Unknown Environments: A Coalition-Based Optimal Stopping Approach
by Haoran Du, Hu Liang, Zhibin Feng, Runfeng Chen, Shuxin Song and Xing He
Electronics 2026, 15(3), 643; https://doi.org/10.3390/electronics15030643 (registering DOI) - 2 Feb 2026
Abstract
In emergency rescue operations, coordinating ground users (GUs) efficiently to handle dispersed tasks is crucial for saving lives and property. However, challenges such as task assignment and channel access hinder effective performance. The heterogeneity of GU abilities and the multiple ability requirements of [...] Read more.
In emergency rescue operations, coordinating ground users (GUs) efficiently to handle dispersed tasks is crucial for saving lives and property. However, challenges such as task assignment and channel access hinder effective performance. The heterogeneity of GU abilities and the multiple ability requirements of tasks often lead to mismatched assignments, reducing rescue efficiency. Furthermore, channel access is complicated by the lack of channel state information (CSI) in disaster environments, which increases resource consumption if all channels are explored exhaustively. To address these challenges, this paper proposes a two-stage optimization framework that combines task assignment and channel access under unknown environments. First, a clustering-based method groups GUs according to multiple ability requirements. The task assignment problem is formulated as a transferable utility coalition formation game (CFG) with defined utility and preference relations. Second, a channel access mechanism is designed and modeled as an optimal stopping problem to optimize exploration time and select the optimal channel from the explored set. A task assignment and channel access optimization algorithm for cooperative rescue is proposed, where a multi-round matching preprocessing step supports coalition formation, and a one-stage look-ahead (1-SLA) rule balances exploration and data reception. Simulation results show that the proposed algorithm effectively satisfies task ability requirements, accelerates channel access, and improves the actual total utility. Full article
(This article belongs to the Section Microwave and Wireless Communications)
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29 pages, 2113 KB  
Article
Mucoadhesive Buccal Patches Containing Resveratrol and/or Erythromycin-Loaded Lipid Microparticles as a Potential Targeted Strategy for the Prevention and Management of MRONJ in Patients Undergoing Oral Surgery
by Giulia Di Prima, Cecilia La Mantia, Giada Tranchida, Alessandro Presentato, Giovanna Giuliana, Giuseppina Campisi and Viviana De Caro
Antibiotics 2026, 15(2), 151; https://doi.org/10.3390/antibiotics15020151 - 2 Feb 2026
Abstract
Background/Objectives: Oral surgical procedures in patients at risk of/diagnosed with MRONJ require systemic antibiotic therapy, which can fail to achieve an adequate local drug concentration. This research aims to design mucoadhesive buccal patches (containing erythromycin or the erythromycin–resveratrol combination) tailored to the therapeutic [...] Read more.
Background/Objectives: Oral surgical procedures in patients at risk of/diagnosed with MRONJ require systemic antibiotic therapy, which can fail to achieve an adequate local drug concentration. This research aims to design mucoadhesive buccal patches (containing erythromycin or the erythromycin–resveratrol combination) tailored to the therapeutic needs of patients at risk of MRONJ undergoing oral surgery. Methods: Erythromycin (ERY) and resveratrol (RSV) were embedded into lipid-based microparticles prepared via hot melt dispersion. The microparticles, recovered in the form of dry powders, were characterized in terms of yield, softening/melting temperature, active(s) content, physical state (amorphous vs. crystalline), and individual and bulk properties. Then, they were loaded into a hydrophilic gel, which was dried, obtaining microparticle-loaded buccal patches. The optimized patches were characterized in terms of uniformity, folding endurance, swelling, mucoadhesion, and oromucosal permeation/retention. Results: The microparticles were efficiently produced via a green approach, resulting in reproducible pharmaceutical powders with high loading efficacy (≈90%), spherical morphology, particle sizes in the range of approximately 106–425 μm, and a softening temperature close to body temperature. The buccal patches were also obtained via a green approach, and were found to be thin, flexible, homogeneous, highly swellable, extremely mucoadhesive, and able to promote ERY and RSV accumulation in the buccal tissue (≈25% and 2% of ERY and RSV, respectively, after 2 h) while avoiding active(s) absorption. Conclusions: The proposed buccal patches are viable candidates for further clinical trials aimed at evaluating both the effectiveness of locoregional antibiotic treatment and the usefulness of the co-administration of RSV and ERY. Full article
(This article belongs to the Section Antimicrobial Materials and Surfaces)
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16 pages, 817 KB  
Article
Effects of Nanoemulsions’ Droplet Size and Natural Antioxidants’ Hydrophilicity on Oxidative Stability and Mechanical Properties of Alginate Beads Filled with Linseed Oil Nanoemulsion
by Zahra Rahiminezhad, Sara Esteghlal, Mohammad Hadian, Gholam Reza Mesbahi, Mohammad-Taghi Golmakani and Seyed Mohammad Hashem Hosseini
Foods 2026, 15(3), 515; https://doi.org/10.3390/foods15030515 (registering DOI) - 2 Feb 2026
Abstract
This study focused on fabricating linseed oil-in-water nanoemulsions (LON) at different pressures of 50 and 150 bar (named as LON50 and LON150, respectively) using a high-pressure homogenizer. Subsequently, these nanoemulsions were encapsulated in alginate hydrogel beads. It was observed that higher homogenizing pressure [...] Read more.
This study focused on fabricating linseed oil-in-water nanoemulsions (LON) at different pressures of 50 and 150 bar (named as LON50 and LON150, respectively) using a high-pressure homogenizer. Subsequently, these nanoemulsions were encapsulated in alginate hydrogel beads. It was observed that higher homogenizing pressure led to smaller droplet size (108.57 nm), harder beads (222.54 N), less LON release from the beads, and higher oxidation rate, as well as more reduction in α-linolenic acid content during the storage time. To increase the oxidative stability of LON150, natural antioxidants including clove essential oil (CEO), rosemary extract (RE), and a mixture of both (CEO+RE) were separately incorporated into the oil phase of LON (LON150-CEO), alginate aqueous dispersion (LON150-RE), and both lipid and aqueous phases (named as LON150-CEO+RE), respectively. It was shown that LON150-CEO+RE had weaker mechanical properties than LON150-RE and LON150-CEO. In addition, this sample (LON150-CEO+RE) showed the lowest oxidation rate and the minimum α-linolenic acid loss (9.82%) during storage. The highest LON release rate from the beads was related to LON150-RE. The results of this study might help in designing bioactive lipids-filled hydrogel beads with appropriate chemical stability and mechanical properties. Full article
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19 pages, 4096 KB  
Article
Kinetics of Propene Oxidation to Acrolein over Bismuth Molybdates
by Tomislav Penović, Vesna Tomašić, Aleksandra Sander, Stanislav Kurajica and Zoran Gomzi
ChemEngineering 2026, 10(2), 22; https://doi.org/10.3390/chemengineering10020022 - 2 Feb 2026
Abstract
The conversion of alkanes/alkenes into useful intermediates is highly important in the chemical industry. In this study, the physicochemical properties and catalytically active forms of bismuth molybdates (BiMo) were investigated using the selective oxidation of propene to acrolein as a model reaction. The [...] Read more.
The conversion of alkanes/alkenes into useful intermediates is highly important in the chemical industry. In this study, the physicochemical properties and catalytically active forms of bismuth molybdates (BiMo) were investigated using the selective oxidation of propene to acrolein as a model reaction. The catalysts were prepared by two methods, coprecipitation and spray-drying, with emphasis on spray-drying. The catalysts were characterized using X-ray diffraction, N2 adsorption/desorption isotherms, scanning electron microscopy, and energy-dispersive X-ray spectroscopy. The catalytic properties of the BiMo samples were studied in a conventional fixed-bed reactor operated under different reaction conditions. The one-dimensional (1D) pseudohomogeneous model was applied to describe the obtained experimental results. The experimental kinetic data were correlated with two complex kinetic models based on multiple reactions (parallel and serial reaction systems). The proposed models were verified by comparing computer simulation data with experimental laboratory results. This study aimed to extend the understanding of the relationship between catalyst composition/structure and catalyst activity/selectivity for different BiMo structures, and to propose kinetic models using two approaches based on parallel and series reactions, in line with efforts to improve the valorization of light olefins. Full article
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16 pages, 1902 KB  
Article
MXene/SiO2-CeO2 Nanoarchitectures for Photothermal-Catalytic Environmental Applications
by Giusy Dativo, Javier Perez-Carvajal, Salvatore Scirè, Giuseppe Compagnini, Roberto Fiorenza and Eduardo Ruiz-Hitzky
Catalysts 2026, 16(2), 136; https://doi.org/10.3390/catal16020136 - 1 Feb 2026
Abstract
MXenes, a family of two-dimensional transition metal carbides and nitrides, exhibit exceptional electrical conductivity, tunable surface chemistry, and strong broadband light absorption. However, their practical implementation is often limited by structural instability, such as restacking and surface oxidation. In this study, we propose [...] Read more.
MXenes, a family of two-dimensional transition metal carbides and nitrides, exhibit exceptional electrical conductivity, tunable surface chemistry, and strong broadband light absorption. However, their practical implementation is often limited by structural instability, such as restacking and surface oxidation. In this study, we propose a strategy for the design of hybrid nanocomposites based on exfoliated Ti3C2Tx MXene embedded within a porous silica (SiO2) matrix and further functionalized with cerium dioxide (CeO2) nanoparticles. The SiO2 matrix, synthesized via a sol–gel approach, ensures homogeneous dispersion, increased porosity, and thermal stability, effectively reducing MXene restacking. Simultaneously, CeO2 nanoparticles create surface oxygen vacancies and enhance interfacial reactivity. Comprehensive structural, morphological, surface, and optical characterizations confirm the formation of stable, light-responsive nanoarchitectures with tailored textural properties. Furthermore, the obtained material exhibit promising photothermal-catalytic properties. This work offers a materials-oriented approach for engineering multifunctional MXene-based architectures with enhanced photothermal performance, exemplified by their potential application in the photothermo-catalytic CO2 conversion into solar fuels, showcasing the broader possibilities enabled by these materials. Full article
(This article belongs to the Special Issue Catalysis for Sustainable Environmental Solutions)
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17 pages, 9824 KB  
Article
Effects of Heat Treatment on Microstructure and Properties of Re/Inconel 718 Composites Fabricated by Laser Powder Bed Fusion
by Peikang Bai, Mengxuan Wang, Jing Li, Jiaming Bai, Jing Zhang, Zhuoqun Wang, Ben Niu, Jianxin Xing and Yulong Liao
Metals 2026, 16(2), 174; https://doi.org/10.3390/met16020174 - 1 Feb 2026
Abstract
In this study, 3 wt.% Re/Inconel 718 composite was fabricated by laser powder bed fusion (LPBF), and the effects of aging treatments on the microstructure and properties of the Re/Inconel 718 composite were systematically investigated. This study aims to elucidate the synergistic optimization [...] Read more.
In this study, 3 wt.% Re/Inconel 718 composite was fabricated by laser powder bed fusion (LPBF), and the effects of aging treatments on the microstructure and properties of the Re/Inconel 718 composite were systematically investigated. This study aims to elucidate the synergistic optimization of microstructure and properties in LPBF Inconel 718, achieved through Re alloying and subsequent heat treatment. Results demonstrated that the samples undergo recrystallization and precipitate numerous fine strengthening phases after heat treatment. Concurrently, heat treatment promotes the diffusion of Re within the material, leading to a significant reduction in its concentration in locally enriched regions. The addition of Re improves the mechanical properties and corrosion resistance of the Inconel 718 alloy through synergistic strengthening mechanisms, including dispersion strengthening, solid solution strengthening, and dislocation strengthening. When the two-stage aging is 720 °C × 8 h (FC × 2 h) + 620 °C × 8 h (AC), the optimum mechanical properties are observed. The dissolution of Laves phases, simultaneous precipitation of both γ″ and γ′ phases, and homogenization of microstructure are responsible for the enhancement of the material’s mechanical properties. However, the extensive precipitation of strengthening phases also promotes the formation of numerous microscopic corrosion cells, which accelerates the corrosion rate and leads to a marked reduction in corrosion resistance of the material. This study provides new insights into the laser additive manufacturing of high-performance nickel-based composites. Full article
(This article belongs to the Section Additive Manufacturing)
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13 pages, 4564 KB  
Article
Microstructure and Mechanical Properties of Ultrafine-Grained CrMnFeCoNi High-Entropy Alloy Prepared via Powder Metallurgy
by Sunghyuk Jang, Seonghyun Park and Jae-Gil Jung
Metals 2026, 16(2), 170; https://doi.org/10.3390/met16020170 - 1 Feb 2026
Abstract
We studied the microstructural evolution and mechanical properties of ultrafine-grained CrMnFeCoNi high-entropy alloys fabricated by mechanical alloying of various additives and spark plasma sintering. The additives were 1 wt.% process control agent (stearic acid) + 1 wt.% graphene nanofiber (GNF) (PG) or 1 [...] Read more.
We studied the microstructural evolution and mechanical properties of ultrafine-grained CrMnFeCoNi high-entropy alloys fabricated by mechanical alloying of various additives and spark plasma sintering. The additives were 1 wt.% process control agent (stearic acid) + 1 wt.% graphene nanofiber (GNF) (PG) or 1 wt.% Y2O3 + 1 wt.% GNF (YG) to modify the constituting phase of the sintered alloy. The PG and YG powders exhibited a single FCC phase. The YG powders had a larger powder size and a smaller crystallite size than the PG powders. Ultrafine-grained FCC matrices with average particle sizes of 0.57 μm and 0.71 μm, respectively, were formed through the SPS process of PG and YG powders. The absence of PCA in YG alloys resulted in a bimodal distribution of fine and coarse grains (due to incomplete mechanical alloying) and formation of a lesser and finer Cr7C3 phase (due to reduced C content). The sintered PG alloy contained coarse (~60 nm) spinel Mn3O4 oxides along grain boundaries, whereas the YG alloy exhibited coarse Mn3O4 and fine (~17 nm) Y2O3 oxide particles along grain boundaries. Additionally, the YG alloy contained tiny (~5 nm) Y2O3 oxide particles with a cube-on-cube orientation relationship within the FCC matrix. YG alloy exhibited higher hardness and compressive yield strength than PG alloy, mainly due to the oxide dispersion strengthening of finely dispersed Y2O3 particles. The addition of Y2O3 reinforcing particles had a minimal effect on the ultimate compressive strength and fracture strain of the sintered alloy. Full article
(This article belongs to the Special Issue Feature Papers in Entropic Alloys and Meta-Metals)
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45 pages, 6680 KB  
Review
Preparation and Research Progress of Polymer-Based Anion Exchange Chromatography Stationary Phases
by Haolin Liu, Jingwei Xu, Yifan Shen, Shi Cheng, Yangyang Sun, Chendong Shuang and Aimin Li
Polymers 2026, 18(3), 389; https://doi.org/10.3390/polym18030389 - 31 Jan 2026
Viewed by 70
Abstract
Ion chromatography (IC) serves as a pivotal technique in trace ion analysis, and the separation performance of IC is largely determined by the properties of stationary phases. In contrast to silica-based matrices, polymer-based stationary phases have garnered significant interest owing to their outstanding [...] Read more.
Ion chromatography (IC) serves as a pivotal technique in trace ion analysis, and the separation performance of IC is largely determined by the properties of stationary phases. In contrast to silica-based matrices, polymer-based stationary phases have garnered significant interest owing to their outstanding pH stability and mechanical robustness. However, unmodified polymer matrices usually lack necessary ion exchange functions and selectivity; therefore, precise functional modification is the key to improving their chromatographic separation performance. This paper provides a systematic overview of recent advances in the synthesis and functional modification of polymer-based anion exchange chromatography stationary phases over the past few years. Firstly, the types and characteristics of polymer matrices commonly used for functional modification are summarized; secondly, the origin and improvement of common synthesis methods such as microporous membrane emulsification, droplet microfluidics, suspension polymerization, emulsion polymerization, soap-free emulsion polymerization, precipitation polymerization, dispersion polymerization, and seed swelling are introduced according to the molding methods of polymer matrices; furthermore, the principles, characteristics, and development status of mainstream functionalization strategies, including chemical derivatization, surface grafting, latex agglomeration, and hyperbranching, are emphasized. Finally, the existing challenges and prospective development trends in this field are discussed and outlooked, with the purpose of offering insights for the targeted design and practical application of high-performance polymer-based anion exchange chromatography stationary phases. Full article
(This article belongs to the Special Issue Polymeric Composites: Manufacturing, Processing and Applications)
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16 pages, 1455 KB  
Article
Thermophoresis and Photophoresis of Suspensions of Aerosol Particles with Thermal Stress Slip
by Yi Chen and Huan J. Keh
Surfaces 2026, 9(1), 15; https://doi.org/10.3390/surfaces9010015 - 31 Jan 2026
Viewed by 38
Abstract
An analysis is presented for the steady thermophoresis and photophoresis of a homogeneous dispersion of identical aerosol spheres of typical physical properties and surface characteristics. The analysis assumes a moderately small Knudsen number (less than about 0.1), such that the gas motion lies [...] Read more.
An analysis is presented for the steady thermophoresis and photophoresis of a homogeneous dispersion of identical aerosol spheres of typical physical properties and surface characteristics. The analysis assumes a moderately small Knudsen number (less than about 0.1), such that the gas motion lies within the slip-flow regime, including thermal creep, temperature jump, thermal stress slip, and frictional slip at the particle surfaces. Under conditions of low Peclet and Reynolds numbers, the coupled momentum and energy equations are analytically solved using a unit cell approach that explicitly incorporates interparticle interactions. Closed-form expressions are derived for the mean particle migration velocities in both thermophoresis driven by a uniform temperature gradient and photophoresis induced by an incident radiation field. The results reveal that the normalized particle velocities, referenced to those of an isolated particle, generally decrease with increasing particle volume fraction, though exceptions occur for thermophoresis. While thermal stress slip and thermal creep exert no influence on the normalized thermophoretic velocity, they markedly affect the normalized photophoretic velocity, which rises with the thermal stress slip to the thermal creep coefficient ratio. For both phenomena, the normalized migration velocities increase monotonically with the particle-to-fluid thermal conductivity ratio. Full article
18 pages, 7739 KB  
Article
Erosive Wear Behavior of Fiberglass-Reinforced Epoxy Laminate Composites Modified with SiO2 Nanoparticles Fabricated by Resin Infusion
by Angel Sebastian Alvarez Lozano, Armando Irvin Martínez Pérez, Edgar Ernesto Vera Cárdenas, Juan Manuel González Carmona and Arturo Mendoza Galván
Lubricants 2026, 14(2), 65; https://doi.org/10.3390/lubricants14020065 (registering DOI) - 31 Jan 2026
Viewed by 58
Abstract
This work presents a study on the evaluation of the erosive wear behavior of laminated composites, manufactured using the vacuum-assisted resin infusion (VARI) method with a glass fiber-reinforced epoxy matrix modified with SiO2 nanoparticles (0.0, 1.5, and 3.0 wt.%). Results indicate that [...] Read more.
This work presents a study on the evaluation of the erosive wear behavior of laminated composites, manufactured using the vacuum-assisted resin infusion (VARI) method with a glass fiber-reinforced epoxy matrix modified with SiO2 nanoparticles (0.0, 1.5, and 3.0 wt.%). Results indicate that nanoparticle concentration and dispersion state critically influence the mechanical and tribological performance. The composite FG-1.5-SiO2 with 1.5 wt.% SiO2 exhibited optimal nanoparticle distribution, as confirmed by FTIR, GIXRD, and SEM analyses, with the lowest surface roughness (Ra = 0.215 μm), highest hardness (35.58 HV), and highest elastic modulus (19.66 GPa). These enhancements contributed to a 38% improvement in erosion rate compared to the unmodified laminated composite, with the lowest total mass loss (0.0261 mg) and erosion rate (2.3360 × 10−5 mg/g). Profilometry and SEM results revealed shallower wear depths and reduced matrix removal, indicating stronger fiber–matrix interface integrity. In contrast, the 3.0 wt.% SiO2 composite (FG-3-SiO2) suffered from nanoparticle agglomeration, which increased surface roughness, diminished mechanical properties, and reduced erosion resistance to levels comparable to the unreinforced material. The results indicate that homogeneous dispersion at an optimal concentration (1.5 wt.%) is crucial for improving erosion resistance, while agglomeration at higher concentrations negates the potential benefits of nanoparticle incorporation. These findings highlight the need to optimize nanoparticle dispersion for the development of fiberglass/epoxy composites with greater durability and erosion resistance in demanding applications. Full article
(This article belongs to the Special Issue Erosive Wear of Polymer Composites)
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19 pages, 657 KB  
Article
Entropy-Based Patent Valuation: Decoding “Costly Signals” in the Food Industry via a Robust Entropy–TOPSIS Framework
by Xiaoman Li, Wei Liu, Xiaohe Liang and Ailian Zhou
Entropy 2026, 28(2), 159; https://doi.org/10.3390/e28020159 - 31 Jan 2026
Viewed by 39
Abstract
Accurate patent valuation remains a persistent challenge in intellectual property management, particularly in the food industry, where technological homogeneity and rapid innovation cycles introduce substantial noise into observable performance indicators. Traditional valuation approaches, whether based on subjective expert judgment or citation-based metrics, often [...] Read more.
Accurate patent valuation remains a persistent challenge in intellectual property management, particularly in the food industry, where technological homogeneity and rapid innovation cycles introduce substantial noise into observable performance indicators. Traditional valuation approaches, whether based on subjective expert judgment or citation-based metrics, often struggle to effectively reduce information uncertainty in this context. To address this limitation, this study proposes an objective, data-driven patent valuation framework grounded in information theory. We construct a multidimensional evaluation system comprising nine indicators across technological, legal, and economic dimensions and apply it to a large-scale dataset of 100,648 invention patents. To address the heavy-tailed nature of patent indicators without sacrificing the information contained in high-impact outliers, we introduce a square-root transformation strategy that stabilizes dispersion while preserving ordinal relationships. Indicator weights are determined objectively via Shannon entropy, capturing the relative scarcity and discriminatory information content of each signal, after which comprehensive value scores are derived using the TOPSIS method. Empirical results reveal that the entropy-based model assigns dominant weights to so-called “costly signals”, specifically PCT applications (29.53%) and patent transfers (24.36%). Statistical correlation analysis confirms that these selected indicators are significantly associated with patent value (p<0.001), while bootstrapping tests demonstrate the robustness of the resulting weight structure. The model’s validity is further evaluated using an external benchmark (“ground truth”) dataset comprising 55 patents recognized by the China Patent Award. The proposed framework demonstrates substantially stronger discriminatory capability than baseline methods, awarded patents achieve an average score 2.64 times higher than that of ordinary patents, and the enrichment factor for award-winning patents within the Top-100 ranking reaches 91.5. Additional robustness analyses, including benchmarking against the Weighted Sum Model (WSM), further confirm the methodological stability of the framework, with sensitivity analysis revealing an exceptional enrichment factor of 183.1 for the Top-50 patents. These findings confirm that the Entropy–TOPSIS framework functions as an effective information-filtering mechanism, amplifying high-value patent signals in noise-intensive environments. Consequently, the proposed model serves as a generalizable and theoretically grounded tool for objective patent valuation, with particular relevance to industries characterized by heavy-tailed data and high information uncertainty. Full article
(This article belongs to the Section Multidisciplinary Applications)
26 pages, 8601 KB  
Article
Hidden Technologies of Thai Gold Glass Mirrors: Interface Chemistry and Raw Material Signatures Across Thailand
by Supapon Deechob, Surapich Poolprasroed, Kamonpan Pengpat, Sukum Eitssyeam, Arnon Kraipok, Pratthana Intawin, Surapong Panyata, Ekarat Meechoowas, Terd Disayathanoowat, Pinit Kidkhunthod, Phakkhananan Pakawanit, Jintara Padchasri, Chanvit Sriprom, Manlika Kamnoy, Thapanee Srichoompong, Napassorn Kietisirirojana and Tawee Tunkasiri
Heritage 2026, 9(2), 53; https://doi.org/10.3390/heritage9020053 (registering DOI) - 31 Jan 2026
Viewed by 135
Abstract
This study identifies the technological signature of ancient and alternative “Chu” and “Kriab” gold glass mosaic mirrors from Thailand. Although these mirrors play an important role in Thai decorative heritage, their production routes and interfacial chemistry at the lead-to-glass interface have remained unclear. [...] Read more.
This study identifies the technological signature of ancient and alternative “Chu” and “Kriab” gold glass mosaic mirrors from Thailand. Although these mirrors play an important role in Thai decorative heritage, their production routes and interfacial chemistry at the lead-to-glass interface have remained unclear. A survey of 154 sites across Thailand shows mosaic glass was widely distributed and likely produced during the Ayutthaya period (~300 years ago). Portable X-Ray Fluorescence (pXRF), Wavelength-Dispersive XRF (WD-XRF), scanning electron microscopy (SEM), and X-ray Photoelectron Spectroscopy (XPS) were used to examine the material properties of observed Chu mirrors. Most samples can be classified as a mixed lead–alkaline glass type, with a PbO content ranging from 4.28 to 48.17 wt%. Their yellow tone is controlled by iron and manganese redox states. Chemical and physical analyses distinguish between Chu from the northern part of Thailand and Kriab from the central part of Thailand, which share a silica source but rely on different fluxes, pointing to different glass workshops. Crucially, XPS depth profiling reveals a well-defined interfacial reaction zone extending to approximately 6 nm in the ancient mirrors, predominantly characterized by disordered, chain-like Pb–O–Pb linkages. These polymeric structures enable a “chemical bridging” mechanism that effectively accommodates interfacial strain arising from thermal expansion mismatch, thereby ensuring exceptional long-term adhesion. Furthermore, the depth-dependent distribution of hydrated lead species and the emergence of photoelectron energy-loss features beyond ~6 nm distinguish the superior metallic integrity of the ancient coatings from the alternative reproductions. This distinct stratification confirms that ancient artisans achieved a sophisticated balance between a chemically bonded interface and a coherent metallic bulk. These findings offer significant insights into the ingenuity of ancient Thai artisans, providing a scientific foundation for the conservation, restoration, and replication of these culturally significant artifacts. Full article
(This article belongs to the Special Issue Advanced Analysis of Archaeological Glass)
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Article
Enhancing Shape Recovery and Mechanical Properties of Bisphenol-A-Epoxy-Based Shape Memory Polymer Composites (SMPCs) Using Amine Curing Agent Blends
by Garam Do, Sungwoong Choi, Seongeun Jang and Duyoung Choi
Polymers 2026, 18(3), 373; https://doi.org/10.3390/polym18030373 - 30 Jan 2026
Viewed by 102
Abstract
Shape memory polymer (SMP) has broad applications in various industries, including automotive, aerospace, and medical, as it can maintain a given shape and return to its original form upon exposure to external stimuli such as heat, magnetic fields, or light. However, the intrinsic [...] Read more.
Shape memory polymer (SMP) has broad applications in various industries, including automotive, aerospace, and medical, as it can maintain a given shape and return to its original form upon exposure to external stimuli such as heat, magnetic fields, or light. However, the intrinsic limitation of epoxy results in the low thermal conductivity of SMP, which reduces the difference in temperature (ΔT) between the glass transition temperature (Tg) and the actuation temperature, thereby negatively affecting the performance of shape recovery. In this study, the thermal stability and curing characteristics of SMP fabricated by blending Bisphenol-A epoxy with two types of amine curing agents were analyzed by thermogravimetric analysis (TGA) and differential scanning calorimetry (DSC) to establish optimal fabrication conditions. Subsequently, carbon-based fillers, graphite and 60 μm long carbon fibers, were added to fabricate shape memory polymer composites (SMPCs). The curing and mechanical properties of the SMPCs were subsequently evaluated, and the shape recovery characteristics were found to be optimal at a filler content of 3 wt%. The recovery time for the SMPC with graphite was 25 s, representing a 68.75% improvement in shape recovery time from the SMP. Furthermore, the addition of carbon fibers, with improved dispersion, led to the highest increases in tensile strength and impact strength of 24.71% and 59.36%, respectively. Full article
(This article belongs to the Special Issue Shape Memory Polymer Materials)
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