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17 pages, 6215 KB  
Article
Texture and Flexural Fatigue Resistance Governed by Surface-Dependent Deformation and Recrystallization in the Copper Foils
by Tong Wu, Guohao Liu, Di Liu, Bingxing Wang, Bin Wang and Yong Tian
Nanomaterials 2026, 16(1), 11; https://doi.org/10.3390/nano16010011 (registering DOI) - 20 Dec 2025
Abstract
High-flexibility copper foils are critical for reliable flexible interconnects and displays. In this work, commercial-purity copper belts were processed by triple-layer stacked cold rolling to ultrathin foils, producing distinct surface- and layer-dependent deformation structures in the bright, matte, and central-interface layers; subsequent annealing [...] Read more.
High-flexibility copper foils are critical for reliable flexible interconnects and displays. In this work, commercial-purity copper belts were processed by triple-layer stacked cold rolling to ultrathin foils, producing distinct surface- and layer-dependent deformation structures in the bright, matte, and central-interface layers; subsequent annealing at 600 °C then promoted orientation-selective recrystallization. Under the present conditions, the center-interface layer of the triple-rolled foil achieved the highest flexural-fatigue life (≈8.0 × 104 cycles) within a window of cube ≈ 30–45% and grain size ≈ 40–60 μm. In this regime, grain-size control stabilizes intergranular slip compatibility, reduces elastic–plastic mismatch, and mitigates strain localization during cyclic bending. Even without aggressive cube enrichment, high flexural fatigue resistance can likewise be achieved through deliberate control of grain size. These findings establish a clear processing–microstructure–property linkage and indicate that layer-dependent control of texture and grain size can enhance flexural-fatigue performance in triple-layer stacked-rolled copper foils for flexible electronics. Full article
(This article belongs to the Special Issue Innovative Nanomaterials for Enhanced Steel and Alloy Performance)
16 pages, 2115 KB  
Article
Pharmacologic Inhibition of S-Nitrosoglutathione Reductase Prevents Hyperoxic Alveolar and Airway Disease in Newborn Mice
by Stephanie Adaikalam, Ramadan B. Sopi, Laura A. Smith, Anjum Jafri, Peter M. MacFarlane, Richard J. Martin, Benjamin Gaston and Thomas M. Raffay
Biomedicines 2026, 14(1), 15; https://doi.org/10.3390/biomedicines14010015 (registering DOI) - 20 Dec 2025
Abstract
Background/Objectives: Preterm infants are at risk of developing the chronic lung condition of bronchopulmonary dysplasia (BPD), with associated alveolar simplification and airway hyperreactivity. Inhibition of S-nitrosoglutathione (GSNO) reductase has been shown to rescue airway hyperreactivity in a murine model of BPD. Here, [...] Read more.
Background/Objectives: Preterm infants are at risk of developing the chronic lung condition of bronchopulmonary dysplasia (BPD), with associated alveolar simplification and airway hyperreactivity. Inhibition of S-nitrosoglutathione (GSNO) reductase has been shown to rescue airway hyperreactivity in a murine model of BPD. Here, we investigate the effects of early treatment with N6022, a pharmacologic GSNO reductase inhibitor. Methods: Newborn C57BL/6 mice were exposed to either 21% (control) or 60% oxygen (BPD model) for 5 days after birth. Pups simultaneously received either subcutaneous saline or varying doses of N6022 for 5 days during hyperoxia exposure. Pups were then recovered in room air to 3 weeks postnatal age. H&E-stained lungs were analyzed for alveolar simplification and airway tethering. In vivo airway reactivity to inhaled methacholine was measured using a flexiVent system. In separate littermates, lungs were immediately harvested after 5 days of hyperoxia for protein quantification via automated capillary Westerns. Results: Alveolar simplification and decreased airway tethering were noted in the 60% + saline group. Pups treated with N6022 during hyperoxia displayed dose-dependent improvements in alveolar simplification and airway tethering. Similarly, hyperoxia-exposed pups had increased airway reactivity, as measured by elevated respiratory system resistance and elastance responses to methacholine. Treatment with 10 mg/kg/day N6022 during hyperoxia resulted in decreased resistance and elastance responses. TGF-β expressions were elevated in the 60% + saline group and attenuated in the 60% + N6022 groups. Conclusions: Early exposure to GSNO reductase inhibitors such as N6022 can prevent hyperoxia-induced alveolar simplification and airway hyperreactivity, with lasting effects even after cessation of treatment. Full article
(This article belongs to the Special Issue Progress in Neonatal Pulmonary Biology)
12 pages, 2698 KB  
Article
A Breathable, Low-Cost, and Highly Stretchable Medical-Textile Strain Sensor for Human Motion and Plant Growth Monitoring
by Shilei Liu, Xin Wang, Xingze Chen, Zhixiang He, Linpeng Liu and Xiaohu Jiang
Sensors 2026, 26(1), 44; https://doi.org/10.3390/s26010044 (registering DOI) - 20 Dec 2025
Abstract
Flexible strain sensors capable of conformal integration with living organisms are essential for advanced wearable electronics, human–machine interaction, and plant health. However, many existing sensors require complex fabrication or rely on non-breathable elastomer substrates that interfere with the physiological microenvironment of skin or [...] Read more.
Flexible strain sensors capable of conformal integration with living organisms are essential for advanced wearable electronics, human–machine interaction, and plant health. However, many existing sensors require complex fabrication or rely on non-breathable elastomer substrates that interfere with the physiological microenvironment of skin or plant tissues. Here, we present a low-cost, breathable, and highly stretchable strain sensor constructed from biomedical materials, in which a double-layer medical elastic bandage serves as the porous substrate and an intermediate conductive medical elastic tape impregnated with carbon nanotubes (CNTs) ink acts as the sensing layer. Owing to the hierarchical textile porosity and the deformable CNTs percolation network, the sensor achieves a wide strain range of 100%, a gauge factor of up to 2.72, and excellent nonlinear second-order fitting (R2 = 0.997). The bandage substrate provides superior air permeability, allowing long-term attachment without obstructing moisture and gas exchange, which is particularly important for maintaining skin comfort and preventing disturbances to plant epidermal physiology. Demonstrations in human joint-motion monitoring and real-time plant growth detection highlight the device’s versatility and biological compatibility. This work offers a simple, low-cost yet effective alternative to sophisticated strain sensors designed for human monitoring and plant growth monitoring, providing a scalable route toward multifunctional wearable sensing platforms. Full article
(This article belongs to the Special Issue Materials and Devices for Flexible Electronics in Sensor Applications)
15 pages, 3189 KB  
Article
Multi-Layer Nonlinear Extended Kalman Filters for Two-Mass Drive System Parameters Identification
by Karol Wróbel, Kacper Krzysztof Śleszycki and Piotr Majdański
Energies 2026, 19(1), 28; https://doi.org/10.3390/en19010028 (registering DOI) - 20 Dec 2025
Abstract
In this paper, the concept of an estimator of the parameters of the two-mass drive system is presented. Significant changes in parameters, such as the load-side time constant, can lead to large estimation errors and compromised closed-loop performance in drives with an elastic [...] Read more.
In this paper, the concept of an estimator of the parameters of the two-mass drive system is presented. Significant changes in parameters, such as the load-side time constant, can lead to large estimation errors and compromised closed-loop performance in drives with an elastic shaft. The proposed multi-layer estimators use multiple internal nonlinear extended Kalman filters (EKF) to enhance the accuracy of state estimation. After a theoretical introduction, different structures were studied with simulation tests conducted in MATLAB/Simulink (2010a) and the effect of the number of filters was presented. The results show that the use of multi-layer observers can improve state estimation and accelerate online identification compared to classical methods. The results are confirmed by experimental validation carried out using dSPACE 1103. Full article
(This article belongs to the Special Issue Drive System and Control Strategy of Electric Vehicle)
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25 pages, 4420 KB  
Article
Overlying Strata Settlement in Subsea Mine Stopes: A Study on the Effects of Backfill Compression
by Hao Wu, Hassan Nasir Mangi, Yunpeng Kou, Gengjie Zhu and Ying Chen
Appl. Sci. 2026, 16(1), 45; https://doi.org/10.3390/app16010045 (registering DOI) - 19 Dec 2025
Abstract
This study investigates the settlement characteristics of overlying strata in backfilled stopes at the Sanshandao Gold Mine, focusing on the compaction behavior of backfill materials. Integrating laboratory tests, numerical modeling, and field monitoring, we analyzed the particle size distribution and fractal dimensions of [...] Read more.
This study investigates the settlement characteristics of overlying strata in backfilled stopes at the Sanshandao Gold Mine, focusing on the compaction behavior of backfill materials. Integrating laboratory tests, numerical modeling, and field monitoring, we analyzed the particle size distribution and fractal dimensions of tailings (2.1525) and C material (2.1994), with tailings showing better gradation. Systematic compaction tests examined the effects of mix ratio, water content, and curing time. Results indicate that compression follows a viscous sliding model with exponential curves, progressing through three stages—pore compaction, structural deformation, and elastic/plastic deformation—with energy dissipation ratios of 1:5:18. Water content was the most influential factor, with optimal compaction occurring at 5~8%. Coupled Midas-Flac3D simulations estimated a theoretical compaction rate of 0~2% in filled stopes, excluding seepage and equipment effects. Field monitoring at the −480 m level revealed non-uniform settlement, with maximum subsidence of 63.75 mm above stopes and initial settlement rates of 12~20 mm/month. At the −520 m mining level, the backfill compaction rate reached 0.31%, with minor future increases expected. These findings offer valuable guidance for backfill mixture design and strata control in mining engineering. Full article
(This article belongs to the Special Issue Advances in Rock Excavation and Underground Construction Technology)
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18 pages, 2726 KB  
Article
Phenomenon, Possibility, and Prediction Analysis of Laminated Bamboo Embedment Performance
by Jiannan Li, Amardeep Singh, Haitian Zhang, Junwen Zhou, Yan Wu, Chunhui Wang and Dianchao Wang
Buildings 2026, 16(1), 17; https://doi.org/10.3390/buildings16010017 (registering DOI) - 19 Dec 2025
Abstract
Laminated bamboo (LB) has shown enough exceptional performance to be used in constructions, but the performance of the bolted connections remains to be explored. To meet the criteria of low-carbon construction and fill the research gap in LB dowel embedment performance, this study [...] Read more.
Laminated bamboo (LB) has shown enough exceptional performance to be used in constructions, but the performance of the bolted connections remains to be explored. To meet the criteria of low-carbon construction and fill the research gap in LB dowel embedment performance, this study examined the longitudinal dowel embedment behavior of LB. Failure modes, load–displacement curves, embedment strength, and elastic foundation parameters were examined after four sets of half-hole specimens with dowel diameters (6, 8, 10, and 12 mm) were tested in accordance with ISO 10984-2. The majority of the data was confirmed to follow a normal distribution by the Kolmogorov–Smirnov test. Interlaminar shear failure (dominant in 10 and 12 mm groups) and local crushing (dominant in 6 and 8 mm groups) were the primary failure modes. There were clear linear and nonlinear phases in the load–displacement curves (excellent ductility). The average elastic foundation modulus was 3565.55 MPa (0.39 times the compressive modulus); meanwhile, the average proportional limit, yield, and ultimate strengths were 35.48, 63.08, and 74.44 MPa (0.59, 1.06, and 1.25 times the parallel-to-grain compressive strength). The ultimate strength varied from 72.64 MPa to 76.71 MPa as the diameter rose; however, the elastic foundation beam coefficient dropped significantly. A novel calculation based on LB’s parallel-to-grain compressive strength accorded well with test results, while the existing code formulae (GB 50005, NDS, and CSA O86) overestimated LB embedment strength. The design of LB bolted connections is guided by this study, which also explains LB embedment criteria and offers design parameters and a prediction method. Full article
(This article belongs to the Section Building Structures)
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15 pages, 590 KB  
Article
Physicochemical Properties and Sensory Evaluation of Yanggaeng with Alternative Sweeteners and Cissus quadrangularis Powder
by Minseo Cho, Jisu Lee, Hyunsoo Jang, Miae Doo, Jung-Heun Ha and Hyun-Joo Lee
Appl. Sci. 2026, 16(1), 44; https://doi.org/10.3390/app16010044 (registering DOI) - 19 Dec 2025
Abstract
This study investigated the effects of alternative sweeteners, allulose (AL), stevia (ST), and xylose (XY), on the physicochemical, antioxidant, textural, and sensory properties of Yanggaeng fortified with Cissus quadrangularis (CQ) powder. Replacing sucrose (SU) with alternative sweeteners significantly affected the proximate composition and [...] Read more.
This study investigated the effects of alternative sweeteners, allulose (AL), stevia (ST), and xylose (XY), on the physicochemical, antioxidant, textural, and sensory properties of Yanggaeng fortified with Cissus quadrangularis (CQ) powder. Replacing sucrose (SU) with alternative sweeteners significantly affected the proximate composition and overall quality of Yanggaeng. Formulations containing AL, ST, or XY exhibited higher moisture retention and lower carbohydrate content than those containing SU. Colorimetric analysis revealed that Yanggaeng prepared with alternative sweeteners developed a darker coloration and greater browning intensity, likely due to enhanced Maillard reactions during heating. Among the sweeteners tested, AL showed the highest total phenolic content and relatively high antioxidant activity, suggesting potential functional advantages beyond sweetness. Textural analysis indicated that ST enhanced gel strength and elasticity even under high-moisture conditions, whereas AL produced a softer texture, which may be desirable for products requiring reduced firmness. Although consumer preference scores did not differ significantly across most sensory attributes, both ST and AL achieved acceptable overall profiles, with sweetness ratings comparable to those of SU. These findings suggest that CQ-enriched Yanggaeng sweetened with alternative sweeteners can be developed as a promising low-sugar desert option without compromising quality or consumer acceptability. Full article
(This article belongs to the Special Issue Assessments of Functional Food)
13 pages, 1184 KB  
Article
Molecular Weight Distribution of Cellulose from Thermally Modified Spruce Wood
by František Kačík and Danica Kačíková
Forests 2026, 17(1), 8; https://doi.org/10.3390/f17010008 (registering DOI) - 19 Dec 2025
Abstract
The molecular weight distribution (MWD) of cellulose and its degree of polymerization (DP) have a significant influence on the strength properties of wood. The most widely used method for analyzing MWD and DP is size exclusion chromatography (SEC). In this study, we monitored [...] Read more.
The molecular weight distribution (MWD) of cellulose and its degree of polymerization (DP) have a significant influence on the strength properties of wood. The most widely used method for analyzing MWD and DP is size exclusion chromatography (SEC). In this study, we monitored changes in the MWD and DP of cellulose in spruce wood after thermal treatment at temperatures of up to 280 °C. We employed the two most prevalent SEC methods: after direct dissolution of cellulose in a solution of dimethylacetamide and lithium chloride, and after its derivatization to tricarbanilates (CTCs). Both methods yield comparable results that correlate well with each other, although CTCs yield approximately 15% higher absolute values of DP. Our results show that a drop in DP begins at 100 °C, particularly above 220 °C, where significant cellulose degradation occurs. Both methods are appropriate for analyzing cellulose in thermally degraded wood. CTCs have the advantage of greater sensitivity and are suitable for small sample quantities. Direct dissolution can also provide information on the aromatic compounds formed during the thermal treatment of wood when used in conjunction with a refractive index (RI) detector and an ultraviolet (UV) detector. There is a strong linear relationship between DP and the modulus of rupture (MOR), as well as between the modulus of elasticity (MOE) and DP. Full article
23 pages, 4581 KB  
Article
Morphology-Adaptive Spatial Analysis of Urban Green Spaces: A Homogeneous Unit of Building Morphology (HUBM)-Based Framework for Ecosystem Service and Resilience Assessment in High-Density Cities
by Huiyu Zhu, Jialin Cheng, Long Zhou, Guoqiang Shen and Leehu Loon
Land 2026, 15(1), 6; https://doi.org/10.3390/land15010006 - 19 Dec 2025
Abstract
Environmental assessment in high-density urban areas faces significant challenges due to complex building morphology and the Modifiable Areal Unit Problem (MAUP). This study proposes a morphology-adaptive computational framework that integrates the Homogeneous Unit of Building Morphology (HUBM) with geospatial modeling to enhance environmental [...] Read more.
Environmental assessment in high-density urban areas faces significant challenges due to complex building morphology and the Modifiable Areal Unit Problem (MAUP). This study proposes a morphology-adaptive computational framework that integrates the Homogeneous Unit of Building Morphology (HUBM) with geospatial modeling to enhance environmental assessment processes. Using Macao as a case study, the framework quantifies local and accessibility-based ecosystem service flows and evaluates ecological resilience via ecological security patterns and spatial elasticity indices. The results demonstrate that HUBM substantially reduces MAUP-induced biases compared to traditional grid-based approaches, maintaining statistical significance in spatial clustering analyses across all scales. Functionally, ecosystem service value (ESV) analysis reveals that natural green spaces provide more than three times the total ESV, predominantly offering regulating services, while artificial green spaces primarily deliver localized services. Accessibility analysis highlights considerable spatial inequities, with natural green spaces exhibiting a significantly higher recreational accessibility index. In terms of ecological security patterns (ESPs), natural green spaces function as core ecological patches, while artificial green spaces dominate connectivity, accounting for 75% of corridor length and 86% of node density. Natural green spaces exhibit significantly greater ecological resilience. These findings highlight the complementary roles of natural and artificial green spaces in dense urban environments and underscore the need for adaptive spatial analysis in urban planning. Full article
24 pages, 2689 KB  
Article
Technology and Rheological Properties of Warm Asphalt Rubber Based on an Ultra-Warm Mix Additive (UWM)–Sasobit Composite System
by Song Xu, Longxiang Zhao, Shishui Liulin, Xiangjie Niu, Xiaojuan Jia and Hui Cai
Polymers 2026, 18(1), 7; https://doi.org/10.3390/polym18010007 - 19 Dec 2025
Abstract
To address the challenges of decarbonization in the global transportation sector and disposal of waste tires, warm asphalt rubber (WAR) with low viscosity and high performance was prepared. In particular, the preparation and rheological behavior of WAR incorporating composite warm mix systems at [...] Read more.
To address the challenges of decarbonization in the global transportation sector and disposal of waste tires, warm asphalt rubber (WAR) with low viscosity and high performance was prepared. In particular, the preparation and rheological behavior of WAR incorporating composite warm mix systems at relatively high crumb rubber contents have not been thoroughly documented. In this study, WAR prepared under such conditions was systematically examined. A five-factor, three-level segmented orthogonal experimental design (OED) was employed to investigate the effects of preparation parameters on hot mix asphalt rubber (AR) properties. Based on the optimized AR formulation, a composite warm mix system combining Ultra-Warm Mix additive (UWM) and Sasobit was developed, and control groups containing 5% UWM only and 1.5% Sasobit only were prepared for comparison. Conventional physical tests together with rheological characterization, including Dynamic Shear Rheometer (DSR), Multiple Stress Creep Recovery (MSCR), and Bending Beam Rheometer (BBR) tests, were conducted to evaluate the high- and low-temperature performance of WAR. Results show that the optimal preparation process consisted of aromatic oil content 5%, crumb rubber content 30%, shear temperature 220 °C, shear time 120 min, and reaction time 90 min. The composite warm mix system notably enhanced WAR performance, with the WAR-5U1.5S group exhibiting the most balanced properties. A marked reduction in rotational viscosity was achieved while maintaining a stable softening point, and satisfactory ductility and elastic recovery were also retained. DSR and MSCR tests confirmed improved high-temperature deformation resistance, an increase in percent recovery R, and a decrease in non-recoverable creep compliance Jnr. BBR test further verified that the composite system maintained good low-temperature cracking resistance, meeting all specification requirements. Overall, these results indicate that, compared with the optimized AR, WAR can reduce mixing viscosity without sacrificing rutting or cracking performance, while alleviating the limitations observed for single warm mix additives. This study provides essential technical support for promoting WAR that integrates low-carbon construction with superior pavement performance. Full article
(This article belongs to the Special Issue Polymers and Functional Additives in Construction Materials)
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12 pages, 1706 KB  
Article
Electron Scattering from NO2: Cross Sections in the Energy Range of 1–1000 eV
by Ana I. Lozano, Adrián García-Abenza, Jaime Rosado, Francisco Blanco, Juan C. Oller, Paulo Limão-Vieira and Gustavo García
Molecules 2026, 31(1), 6; https://doi.org/10.3390/molecules31010006 - 19 Dec 2025
Abstract
Total electron scattering cross sections (TCSs) for NO2 molecules have been measured with a magnetically confined electron beam transmission apparatus for impact energies ranging from 1 to 200 eV. The estimated total uncertainty limits are within ±5%. Moreover, integral elastic, ionization, electronic [...] Read more.
Total electron scattering cross sections (TCSs) for NO2 molecules have been measured with a magnetically confined electron beam transmission apparatus for impact energies ranging from 1 to 200 eV. The estimated total uncertainty limits are within ±5%. Moreover, integral elastic, ionization, electronic and rotational excitation cross sections in the (20–1000 eV) energy range have been calculated with our independent atom model-based screening corrected additivity rule including interference effects (IAM-SCAR+I) method. The cross-section data set derived from this study is critically compared with the recommended values available in the literature. Full article
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24 pages, 12538 KB  
Article
DFFNet: A Dual-Branch Feature Fusion Network with Improved Dynamic Elastic Weight Consolidation for Accurate Battery State of Health Prediction
by Dan Ning, Bin Liu, Jinqi Zhu and Yang Liu
Energies 2026, 19(1), 6; https://doi.org/10.3390/en19010006 - 19 Dec 2025
Abstract
Accurately estimating the state of health (SOH) of lithium-ion batteries is vital for guaranteeing battery safety and prolonging their operational lifespan. However, current data-driven approaches often suffer from limited utilization of health indicators, weak noise suppression, and inefficient feature fusion across multiple branches. [...] Read more.
Accurately estimating the state of health (SOH) of lithium-ion batteries is vital for guaranteeing battery safety and prolonging their operational lifespan. However, current data-driven approaches often suffer from limited utilization of health indicators, weak noise suppression, and inefficient feature fusion across multiple branches. To overcome these limitations, this paper proposes DFFNet, a Dual-Branch Feature Fusion Network with Improved Dynamic Elastic Weight Consolidation (IDEWC) for battery SOH estimation. The proposed DFFNet captures both local degradation behaviors and global aging trends through two parallel branches, while a gated attention mechanism adaptively integrates multi-scale features. Moreover, IDEWC dynamically updates the Fisher Information Matrix to retain previously learned knowledge and adapt to new data, thereby mitigating catastrophic forgetting. Experimental validation on the NASA and CALCE datasets shows that DFFNet outperforms baseline methods in accuracy, demonstrating its robustness and generalizability for precise battery SOH estimation. Full article
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11 pages, 2638 KB  
Article
Study on Viscoelastic Characteristics of Polymer Solution Formation and Their Effect on Oil Displacement Efficiency
by Shijie Zhu, Yong Zhu, Lijun Chen, Jie Zhang, Xueli Duan, Yunxiong Cai and Xinsheng Jiang
Polymers 2026, 18(1), 2; https://doi.org/10.3390/polym18010002 - 19 Dec 2025
Abstract
Polymer solutions exhibit radial flow characteristics upon injection into a formation via the wellbore. Accurately characterizing their viscoelastic properties at varying seepage velocities and quantifying their impact on displacement efficiency are crucial for advancing polymer flooding technology. This study simulated shear rate variations [...] Read more.
Polymer solutions exhibit radial flow characteristics upon injection into a formation via the wellbore. Accurately characterizing their viscoelastic properties at varying seepage velocities and quantifying their impact on displacement efficiency are crucial for advancing polymer flooding technology. This study simulated shear rate variations during polymer injection and integrated laboratory-measured viscoelastic properties with permeability characteristics in porous media. An analysis of the oil displacement performance between viscoelastic polymer solutions and a purely viscous fluid, glycerol, was conducted. The key findings are as follows: (1) Polymer elasticity, characterized by the first normal stress difference, diminishes with decreasing injection time/solution concentration. Significant viscoelasticity is observed near the wellbore, weakening in deeper reservoir regions. (2) The polymer type and injection conditions govern the development of solution “effective viscosity” during porous medium flow. A fundamental trend under elevated flow velocities is an increase in effective viscosity with shear rate. (3) Comparison with glycerol demonstrates that the viscoelastic effect of polymer solutions enhances heavy-oil displacement efficiency. The magnitude of this viscoelastic effect within the porous medium directly correlates with its contribution to improved displacement efficiency. Full article
(This article belongs to the Special Issue Application of Polymers in Enhanced Oil Recovery)
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17 pages, 2535 KB  
Article
Development of Calcium Alginate Hydrogels with Chlorella, Carob (Ceratonia siliqua L.) and Encapsulated Probiotics in Edible Jelly-Gums with Enhanced Bioactivity
by Katerina Pyrovolou, Eleni Charalampia Panopoulou, Christina Tsogka, Alexandra Sklavou, Eleni Gogou, Irini F. Strati, Spyros J. Konteles and Anthimia Batrinou
Gels 2026, 12(1), 1; https://doi.org/10.3390/gels12010001 - 19 Dec 2025
Abstract
This study aimed to develop functional calcium alginate hydrogels incorporating Chlorella vulgaris, carob (Ceratonia siliqua L.), and encapsulated Lactobacillus acidophilus in edible jelly gums with enhanced bioactivity and probiotic viability. Laboratory-prepared jellies containing encapsulated probiotics (encapsulated LAB-Jelly) and those with free [...] Read more.
This study aimed to develop functional calcium alginate hydrogels incorporating Chlorella vulgaris, carob (Ceratonia siliqua L.), and encapsulated Lactobacillus acidophilus in edible jelly gums with enhanced bioactivity and probiotic viability. Laboratory-prepared jellies containing encapsulated probiotics (encapsulated LAB-Jelly) and those with free cells (LAB-Jelly) were compared with a commercial jelly sample. The formulations were evaluated for phenolic content, antioxidant capacity and antiradical activity, texture, sensory characteristics, and probiotic survival under simulated gastrointestinal conditions. The encapsulated LAB-Jelly exhibited significantly higher total phenolic content (4.6 ± 0.1 mg GAE/g) and antioxidant activity (25.9 ± 0.1 mg Fe+2/g) compared to the commercial product, mainly due to the presence of carob and Chlorella. Texture analysis showed lower hardness (21.8 N) but comparable elasticity (89.3%) and cohesiveness (72.8%) comparative to commercial jelly gum, while sensory evaluation confirmed their favorable acceptability and non-perceptible bead presence. Microencapsulation achieved 75% efficiency and improved probiotic survival during gastrointestinal simulation after 18 h (14% reduction in Logcfu/mL compared to 30% of the free probiotics). Overall, the combination of alginate encapsulation, Chlorella, and carob produced edible jelly gums with improved antioxidant and textural properties, offering a promising delivery system for functional foods enriched with probiotics and plant-based bioactives. Full article
(This article belongs to the Special Issue Recent Advances in Multi-Functional Polymer-Based Hydrogels)
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29 pages, 4226 KB  
Article
Interpretable Assessment of Streetscape Quality Using Street-View Imagery and Satellite-Derived Environmental Indicators: Evidence from Tianjin, China
by Yankui Yuan, Fengliang Tang, Shengbei Zhou, Yuqiao Zhang, Xiaojuan Li, Sen Wang, Lin Wang and Qi Wang
Buildings 2026, 16(1), 1; https://doi.org/10.3390/buildings16010001 - 19 Dec 2025
Abstract
Amid accelerating climate change, intensifying urban heat island effects, and rising public demand for livable, walkable streets, there is an urgent practical need for interpretable and actionable evidence on streetscape quality. Yet, research on streetscape quality has often relied on single data sources [...] Read more.
Amid accelerating climate change, intensifying urban heat island effects, and rising public demand for livable, walkable streets, there is an urgent practical need for interpretable and actionable evidence on streetscape quality. Yet, research on streetscape quality has often relied on single data sources and linear models, limiting insight into multidimensional perception; evidence from temperate monsoon cities remains scarce. Using Tianjin’s main urban area as a case study, we integrate street-view imagery with remote sensing imagery to characterize satellite-derived environmental indicators at the point scale and examine the following five perceptual outcomes: comfort, aesthetics, perceived greenness, summer heat perception, and willingness to linger. We develop a three-step interpretable assessment, as follows: Elastic Net logistic regression to establish directional and magnitude baselines; Generalized Additive Models with a logistic link to recover nonlinear patterns and threshold bands with Benjamini–Hochberg false discovery rate control and binned probability calibration; and Shapley additive explanations to provide parallel validation and global and local explanations. The results show that the Green View Index is consistently and positively associated with all five outcomes, whereas Spatial Balance is negative across the observed range. Sky View Factor and the Building Visibility Index display heterogeneous forms, including monotonic, U-shaped, and inverted-U patterns across outcomes; Normalized Difference Vegetation Index and Land Surface Temperature are likewise predominantly nonlinear with peak sensitivity in the midrange. In total, 54 of 55 smoothing terms remain significant after Benjamini–Hochberg false discovery rate correction. The summer heat perception outcome is highly imbalanced: 94.2% of samples are labeled positive. Overall calibration is good. On a standardized scale, we delineate optimal and risk intervals for key indicators and demonstrate the complementary explanatory value of street-view imagery and remote sensing imagery for people-centered perceptions. In Tianjin, a temperate monsoon megacity, the framework provides reproducible, actionable, design-relevant evidence to inform streetscape optimization and offers a template that can be adapted to other cities, subject to local calibration. Full article
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