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Search Results (4,026)

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Keywords = physical properties characterization

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9 pages, 369 KB  
Article
Development of an Environmentally Friendly Phenol–Formaldehyde Resin Modified with Spent Coffee Grounds Protein for Plywood Manufacturing
by Dimitrios Moutousidis, Konstantina Karidi, Eleftheria Athanassiadou, Katiana Filippi, Nikos Giannakis, Apostolos Koutinas and Eleni Stylianou
Adhesives 2025, 1(4), 13; https://doi.org/10.3390/adhesives1040013 (registering DOI) - 1 Nov 2025
Abstract
Bio-based phenolic resins were developed with phenol substitution levels of 20% and 40% with crude extracts obtained from spent coffee grounds. The experimental resins were characterized in terms of their physical, chemical and bonding properties and exhibited the typical property levels of Phenol-Formaldehyde-type [...] Read more.
Bio-based phenolic resins were developed with phenol substitution levels of 20% and 40% with crude extracts obtained from spent coffee grounds. The experimental resins were characterized in terms of their physical, chemical and bonding properties and exhibited the typical property levels of Phenol-Formaldehyde-type resins. Plywood panels were produced bonded with the novel experimental resins, exhibiting satisfactory performance, comparable to the reference panels in terms of both shear strength and wood failure, based on the requirements of the European standards. The results demonstrate the potential of using biomass-derived compounds as substitutes for petrochemical phenol in the production of wood adhesives, thereby increasing the bio-based content of the wood panel composites produced with them and improving their sustainability. Full article
(This article belongs to the Special Issue Advances in Bio-Based Wood Adhesives)
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15 pages, 1024 KB  
Article
Incorporation of Nanofibers and Cellulose Nanocrystals from Guadua Bamboo in the Properties of Cementitious Composites
by Tiago Henrique da Costa Viana, Antonia Eliane Costa Sena, Maurício da Silva Souza, Yuri Sotero Bomfim Fraga, José Roberto de Lima Murad and Anselmo Fortunato Ruiz Rodriguez
Buildings 2025, 15(21), 3938; https://doi.org/10.3390/buildings15213938 (registering DOI) - 1 Nov 2025
Abstract
In this work, nanofibers and cellulose nanocrystals from the native Amazonian bamboo Guadua weberbabeuri were used in structural cementitious composites. Through the preparation of bamboo nanofibers—bleached cellulose pulp (BCP) and cellulose nanocrystals (CNC), as well as obtaining shredded bamboo (SB) and delignified cellulose [...] Read more.
In this work, nanofibers and cellulose nanocrystals from the native Amazonian bamboo Guadua weberbabeuri were used in structural cementitious composites. Through the preparation of bamboo nanofibers—bleached cellulose pulp (BCP) and cellulose nanocrystals (CNC), as well as obtaining shredded bamboo (SB) and delignified cellulose pulp (DCP)—the additions corresponding to the additive nanomaterials were characterized with physical tests such as water absorption, specific mass, void index, and dimensional variation. A mechanical tensile strength test was carried out at 28 days, with an incorporation content of 0.40% of mass in relation to the cement. The results indicated, in relation to the control, improvement in the physical properties, especially in the additions with nanofibers and cellulose nanocrystals. For the mechanical tensile strength tests, the indicator allowed an increase of 14.60% with the addition of nanofibers and 12.70% in the addition of nanocrystals. Therefore, with the execution carried out, it could be seen that the incorporation was able to generate optimization in the joint performance of the materials under analysis, reinforcing the practices and ideals arising from civil engineering, nanotechnology, and sustainability. Full article
(This article belongs to the Special Issue Application of Nanotechnology in Building Materials)
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23 pages, 6052 KB  
Article
Evaluating Gas Saturation in Unconventional Gas Reservoirs Using Acoustic Logs: A Case Study of the Baiyun Depression in the Northern South China Sea
by Jiangbo Shu, Changchun Zou, Cheng Peng, Liang Xiao, Keyu Qiao, Xixi Lan, Wei Shen, Yuanyuan Zhang and Hongjie Zhang
J. Mar. Sci. Eng. 2025, 13(11), 2078; https://doi.org/10.3390/jmse13112078 (registering DOI) - 31 Oct 2025
Abstract
Shallow gas is an unconventional natural gas resource with great potential and has received growing attention recently. Accurate estimation of gas saturation is crucial for reserves assessments and for development program formulations. However, such reservoirs are characterized by weak diagenesis, a high clay [...] Read more.
Shallow gas is an unconventional natural gas resource with great potential and has received growing attention recently. Accurate estimation of gas saturation is crucial for reserves assessments and for development program formulations. However, such reservoirs are characterized by weak diagenesis, a high clay content, and low resistivity. These properties pose significant challenges for saturation evaluations. To address the challenge of insufficient accuracy in evaluating the saturation of gas-bearing reservoirs, we propose an acoustic-based saturation evaluation method. In this study, a shallow unconsolidated rock physics model is first constructed to investigate the effect of variations in the gas saturation on elastic wave velocities. The model especially considers the patchy distribution of fluids within pores. In addition, we propose an iterative algorithm based on the updated relationship between porosity and gas saturation by introducing a correction term for the saturation to the density porosity, and successfully apply it to the logging data collected from the shallow gas reservoirs in the Pearl River Mouth Basin of the South China Sea. It is evident from the results that the saturation derived from the array acoustic logs is comparable to that obtained from the resistivity logs, with a mean absolute error of less than 6%. Additionally, it is also consistent with the drill stem test (DST) data, which further verifies the validity and reliability of this method. This study provides a novel non-electrical method for estimating the saturation of shallow gas reservoirs, which is essential to promote the evaluation of unconsolidated sandstone gas reservoirs. Full article
(This article belongs to the Special Issue Marine Well Logging and Reservoir Characterization)
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25 pages, 4526 KB  
Article
The Tantawy Technique for Modeling Fractional Kinetic Alfvén Solitary Waves in an Oxygen–Hydrogen Plasma in Earth’s Upper Ionosphere
by Shaukat Ali Shan, Wedad Albalawi, Rania A. Alharbey and Samir A. El-Tantawy
Fractal Fract. 2025, 9(11), 705; https://doi.org/10.3390/fractalfract9110705 (registering DOI) - 31 Oct 2025
Abstract
Kinetic Alfvén waves (KAWs) are investigated in an Oxygen–Hydrogen plasma with electrons following the behavior of rq-distribution in an upper ionosphere. We aim to study low-frequency and long wavelengths at 1700 kms in the upper ionosphere of Earth as detected by [...] Read more.
Kinetic Alfvén waves (KAWs) are investigated in an Oxygen–Hydrogen plasma with electrons following the behavior of rq-distribution in an upper ionosphere. We aim to study low-frequency and long wavelengths at 1700 kms in the upper ionosphere of Earth as detected by Freja satellite. The fluid model and reductive perturbation method are combined to obtain the evolutionary wave equations that can be used to describe both fractional and non-fractional KAWs in an Oxygen–Hydrogen ion plasma. This procedure is used to obtain the integer-order Korteweg–de Vries (KdV) equation and then analyze its solitary wave solution. In addition, this study is carried out to evaluate the fractional KdV (FKdV) equation using a new approach called the “Tantawy technique” in order to generate more stable and highly accurate approximations that will be utilized to accurately depict physical events. This investigation also helps locate the existence regions of the solitary waves (SWs), and in turn displays that the characteristics of KAWs are affected by a number of physical factors, such as the nonthermal parameters/spectral indices “r”, “q”, and obliqueness (characterized by lz). Depending on the parameter governing the distribution, especially the nonthermality of inertialess electrons, the rq-distribution of electrons has a major impact on the properties of KAWs. Full article
(This article belongs to the Special Issue Time-Fractal and Fractional Models in Physics and Engineering)
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16 pages, 5971 KB  
Article
Development of Acoustic Absorbent Materials Using Pine Needles
by Jaime D. Ruiz-Martinez, Begona Peceño, Carlos J. Carrasco, Daniel Orejón, Yolanda Luna-Galiano and Carlos Leiva
Materials 2025, 18(21), 4978; https://doi.org/10.3390/ma18214978 (registering DOI) - 31 Oct 2025
Abstract
Acoustic absorbing materials made from waste plants or trees represent a sustainable source for noise reduction products and applications such as home acoustic insulation and/or traffic road noise reduction barriers. The primary aim of this work is hence to demonstrate the potential application [...] Read more.
Acoustic absorbing materials made from waste plants or trees represent a sustainable source for noise reduction products and applications such as home acoustic insulation and/or traffic road noise reduction barriers. The primary aim of this work is hence to demonstrate the potential application of pine needle waste as the main constituent in acoustic absorbing materials while resin is used as binder. Once the samples have been manufactured, their different physical (density and porous structure), mechanical (compressive strength), and sound-insulating (sound absorption coefficient) properties are characterized. The influence of the ratio of pine needle/resin, length of the pine needle fragments, and thickness of the samples on the different properties has been explored. As the ratio of pine needles/resin increases so does the porosity, although the compressive strength decreases. To highlight this, the noise reduction coefficient is in the range of 0.67 and 0.71 (for 4 cm of thickness), which is higher than that reported for other typical sound absorption materials. An excess of resin produces a clogging phenomenon at the bottom of the samples, producing a reflective layer instead of an absorbent one, which could be used positively to increase the acoustic absorption coefficient in materials with combinations of sections with different needle/resin ratios. Owed to its low weight and high sound absorption coefficients at low frequencies (characteristic of road noise), PN finds usefulness in the manufacturing of environmentally friendly sound-absorbing materials as road insulation barriers. Full article
(This article belongs to the Section Construction and Building Materials)
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14 pages, 3245 KB  
Article
Investigation of Structural Properties of n-Hexane and Decane under Different Cooling Regimes by Raman Spectroscopy
by Sokolov Dmitriy Yurievich, Tolynbekov Aidos Beibitbekuly, Korshikov Yevgeniy Sergeyevich, Filippov Vladimir Dmitrievich and Aldiyarov Abdurakhman Ualievich
Crystals 2025, 15(11), 938; https://doi.org/10.3390/cryst15110938 - 30 Oct 2025
Viewed by 82
Abstract
The glass-forming ability of short-chain alkanes remains a fundamental challenge in condensed matter physics. This study investigates the structural properties of n-hexane (C6H14) and decane (C10H22) under two distinct cooling regimes using Raman spectroscopy: fast [...] Read more.
The glass-forming ability of short-chain alkanes remains a fundamental challenge in condensed matter physics. This study investigates the structural properties of n-hexane (C6H14) and decane (C10H22) under two distinct cooling regimes using Raman spectroscopy: fast cooling (~50–100 K/s via contact freezing on a copper substrate at 77 K) and conventional cooling (~1–5 K/s). Despite employing rapid cooling protocols, both alkanes underwent crystallization without forming amorphous phases. n-Hexane formed a defective crystalline structure characterized by broad spectral bands (FWHM ~40–45 cm−1) and diffuse phase transitions in the 180–200 K range, while decane exhibited highly ordered crystalline structures with sharp spectral features (FWHM ~15–20 cm−1) and abrupt transitions at 220–240 K. Quantitative analysis of characteristic Raman bands (skeletal deformations, C-C stretching, and C-H stretching vibrations) revealed fundamental differences in crystallization mechanisms related to molecular chain length. The study demonstrates that contact freezing methods are fundamentally incapable of achieving the extreme cooling rates (>104 K/s) and ultra-thin film conditions (<1 μm) necessary for alkane vitrification. These findings establish spectroscopic diagnostic criteria for distinguishing between defective and well-ordered crystalline structures and define the limitations of conventional cryogenic techniques for glass formation in alkanes. Full article
(This article belongs to the Section Organic Crystalline Materials)
22 pages, 4002 KB  
Article
A Laboratory Set-Up for Hands-On Learning of Heat Transfer Principles in Aerospace Engineering Education
by Pablo Salgado Sánchez, Antonio Rosado Lebrón, Andriy Borshchak Kachalov, Álvaro Oviedo, Jeff Porter and Ana Laverón Simavilla
Thermo 2025, 5(4), 45; https://doi.org/10.3390/thermo5040045 (registering DOI) - 30 Oct 2025
Viewed by 71
Abstract
This paper describes a laboratory set-up designed to support hands-on learning of heat transfer principles in aerospace engineering education. Developed within the framework of experiential and project-based learning, the set-up enables students to experimentally characterize the convective coefficient of a cooling fan and [...] Read more.
This paper describes a laboratory set-up designed to support hands-on learning of heat transfer principles in aerospace engineering education. Developed within the framework of experiential and project-based learning, the set-up enables students to experimentally characterize the convective coefficient of a cooling fan and the thermo-optical properties of aluminum plates with different surface coatings, specifically their absorptivity and emissivity. A custom-built, LED-based radiation source (the ESAT Sun simulator) and a calibrated temperature acquisition system are used to emulate and monitor radiative heating under controlled conditions. Simplified physical models are developed for both the ESAT Sun simulator and the plates that capture the dominant thermal dynamics via first-order energy balances. The laboratory workflow includes real-time data acquisition, curve fitting, and thermal model inversion to estimate the convective and thermo-optical coefficients. The results demonstrate good agreement between the model predictions and observed temperatures, which supports the suitability of the set-up for education. The proposed activities can strengthen the student’s understanding of convective and radiative heat transport in aerospace applications while also fostering skills in data analysis, physical and numerical reasoning, and system-level thinking. Opportunities exist to expand the material library, refine the physical modeling, and evaluate the long-term pedagogical impact of the educational set-up described here. Full article
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27 pages, 5100 KB  
Article
Electrochemical and Computational Analyses of Thiocolchicoside as a New Corrosion Inhibitor for Biomedical Ti6Al4V Alloy in Saline Solution: DFT, NBO, and MD Approaches
by Inam M. A. Omar, Ibrahim H. Elshamy, Shimaa Abdel Halim and Magdy A. M. Ibrahim
Surfaces 2025, 8(4), 77; https://doi.org/10.3390/surfaces8040077 - 30 Oct 2025
Viewed by 62
Abstract
The Ti6Al4V alloy is considered the most beneficial of the titanium alloys for use in biomedical applications. However, it corrodes when exposed to various biocompatible fluids. This investigation aims to evaluate the corrosion inhibition performance of the Ti6Al4V in a saline solution (SS) [...] Read more.
The Ti6Al4V alloy is considered the most beneficial of the titanium alloys for use in biomedical applications. However, it corrodes when exposed to various biocompatible fluids. This investigation aims to evaluate the corrosion inhibition performance of the Ti6Al4V in a saline solution (SS) using thiocolchicoside (TCC) drug as an environmentally acceptable corrosion inhibitor. The corrosion assessments were conducted using potentiodynamic polarization curves (PPCs), open-circuit potential (OCP), and electrochemical impedance spectroscopy (EIS) methodologies, supplemented by scanning electron microscopy (SEM), energy-dispersive X-ray (EDS) analysis, atomic force microscopy (AFM), and contact angle (CA) measurements. The outcomes indicated that the inhibitory efficacy improved with higher TCC concentrations (achieving 92.40% at 200 mg/L of TCC) and diminished with an increase in solution temperature. TCC’s physical adsorption onto the surface of the Ti6A14V, which adheres to the Langmuir adsorption isotherm, explains its mitigating power. The TCC acts as a mixed-type inhibitor. The adsorption and inhibitory impact of TCC were examined at various temperatures using PPC and EIS. When TCC is present, the corrosion’s apparent activation energy is higher (35.79 kJ mol−1) than when it is absent (14.46 kJ mol−1). In addition, the correlation between the structural properties of thiocolchicoside (TCC) and its corrosion inhibition performance was systematically analyzed. Density Functional Theory (DFT) calculations were utilized to characterize the adsorption mechanism, supported by Natural Bond Orbital (NBO) analysis and Molecular Dynamics (MD) simulations. The combined computational and electrochemical findings confirm that TCC provides effective and enhanced corrosion protection for the Ti6Al4V alloy in a saline environment. These characteristics provide compelling evidence for the suitability of these pharmaceutical compounds as promising corrosion inhibitors. Full article
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21 pages, 5438 KB  
Article
Study on the Improved Black Soil Structure Under Biological Tillage on Brassica chinensis L. Yield
by Baoguang Wu, Pu Chen, Zhipeng Yin, Shun Xu, Yuping Liu, Qiuju Wang, Zhenyu Wang and Junting Ye
Agronomy 2025, 15(11), 2532; https://doi.org/10.3390/agronomy15112532 - 30 Oct 2025
Viewed by 78
Abstract
The degradation of soil structure in black soils has become a key factor limiting the productivity of farmland ecosystems. However, systematic studies on restoring soil physical properties and improving crop yields through biological tillage remain scarce. In this study, Eisenia fetida was employed [...] Read more.
The degradation of soil structure in black soils has become a key factor limiting the productivity of farmland ecosystems. However, systematic studies on restoring soil physical properties and improving crop yields through biological tillage remain scarce. In this study, Eisenia fetida was employed as a biological tillage agent to create soil macropores. An orthogonal experiment with three factors was conducted to investigate the mechanisms by which different gradients of soil moisture, decomposed straw, and soil compaction affect soil pore structure and the yield of Brassica chinensis L. X-ray-computed tomography (CT) was used to quantitatively characterize the macropore network mediated by earthworms. The results indicated that the critical threshold conditions for optimized biological tillage were 50 g of decomposed straw, a compaction of 50–150 kPa, and a soil moisture content of 30–37%. Under these conditions, earthworm activity significantly enhanced the leaf dry weight of Brassica chinensis L. by approximately 55.29%, while root dry weight increased by 96.60%. Compared with treatments of low soil moisture combined with 50 g of decomposed straw, higher moisture levels further increased total biomass by 75.46%. Compared with the control, earthworm-induced macropores had 27 times more pore throats than abiotic pores, and network models showed significantly improved connectivity, indicating enhanced soil structure. This study revealed a synergistic threshold of water–food–physical resistance regulation for soil structural improvement under biological tillage and innovatively proposed a biological tillage evaluation system based on CT-quantified pore networks and root structure–function relationships. These findings provide a theoretical basis for the ecological restoration of degraded black soils. Full article
(This article belongs to the Section Farming Sustainability)
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22 pages, 14103 KB  
Article
The Fourier Regularization for Solving a Cauchy Problem for the Laplace Equation with Uncertainty
by Xiaoya Liu, Yiliang He and Hong Yang
Axioms 2025, 14(11), 805; https://doi.org/10.3390/axioms14110805 - 30 Oct 2025
Viewed by 153
Abstract
The Laplace equation is an important partial differential equation, typically used to describe the properties of steady-state distributions or passive fields in physical phenomena. Its Cauchy problem is one of the classic, serious, ill-posed problems, characterized by the fact that minor disturbances in [...] Read more.
The Laplace equation is an important partial differential equation, typically used to describe the properties of steady-state distributions or passive fields in physical phenomena. Its Cauchy problem is one of the classic, serious, ill-posed problems, characterized by the fact that minor disturbances in the data can lead to significant errors in the solution and lack stability. Secondly, the determination of the parameters of the classical Laplace equation is difficult to adapt to the requirements of complex applications. For this purpose, in this paper, the Laplace equation with uncertain parameters is defined, and the uncertainty is represented by fuzzy numbers. In the case of granular differentiability, it is transformed into a granular differential equation, proving its serious ill-posedness. To overcome the ill-posedness, the Fourier regularization method is used to stabilize the numerical solution, and the stability estimation and error analysis between the regularization solution and the exact solution are given. Finally, numerical examples are given to illustrate the effectiveness and practicability of this method. Full article
(This article belongs to the Topic Fuzzy Sets Theory and Its Applications)
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17 pages, 3826 KB  
Article
Growth and Characterization of Myristic Acid Crystals Doped with Co and Cu and Microbiological Assays for Potential Antimicrobial Applications
by Luiz A. Cohen Vieira, João G. de Oliveira Neto, Marinaldo V. de Souza Junior, Adenilson O. dos Santos, Telma F. Vieira Batista, Sanclayton G. Carneiro Moreira, Francisco F. de Sousa and Waldomiro Paschoal
Processes 2025, 13(11), 3481; https://doi.org/10.3390/pr13113481 - 29 Oct 2025
Viewed by 278
Abstract
In this study, pure myristic acid (MA) polycrystals and those doped with Co and Cu were synthesized and characterized to evaluate their structural features, thermal properties, and antimicrobial effects against the bacterium Xanthomonas citri. Scanning electron microscopy revealed that doping with Co [...] Read more.
In this study, pure myristic acid (MA) polycrystals and those doped with Co and Cu were synthesized and characterized to evaluate their structural features, thermal properties, and antimicrobial effects against the bacterium Xanthomonas citri. Scanning electron microscopy revealed that doping with Co and Cu altered the crystal surfaces. Specifically, pure MA polycrystals exhibited rougher and more porous surfaces, whereas Co and Cu doped MA polycrystals displayed more compact and less porous morphologies. Energy-dispersive X-ray spectroscopy confirmed the presence of Co and Cu in the samples. X-ray diffraction indicated that all samples crystallized in the same monoclinic structure; however, Co and Cu doping led to a slight decrease in unit cell volume and average crystallite size. Raman spectroscopy revealed changes in the vibrational bands of the crystalline lattice. Thermal analyses demonstrated that the addition of Co and Cu ions influenced the thermal stability of pure MA. In microbiological assays, all samples exhibited antimicrobial activity against X. citri. In particular, Co-doped MA polycrystals showed bactericidal properties at all tested concentrations, while pure MA polycrystals exhibited bacteriostatic action at lower concentrations (≤15.6 µg/mL) and bactericidal action at higher concentrations. Cu-doped MA polycrystals did not inhibit bacterial growth at lower concentrations (7.8 µg/mL) but were bactericidal at higher concentrations. These results demonstrated increased lethality against X. citri, particularly for Co-doped MA polycrystals, which exhibited the lowest LD50 value (the toxicological dose required to inhibit 50% of the tested population). Overall, these findings indicate that metal-doped MA polycrystals may be effective for future antimicrobial applications. Full article
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10 pages, 224 KB  
Article
Dietary Phytochemicals and Depressive Symptoms in Young Adults: Evidence from Undergraduate Students in Türkiye
by Yagmur Yasar Firat and Betul Cicek
Nutrients 2025, 17(21), 3406; https://doi.org/10.3390/nu17213406 - 29 Oct 2025
Viewed by 239
Abstract
Background/Objectives: Depression is a prevalent mental health problem among undergraduate students, and dietary patterns may play a role in its prevention. Phytochemical-rich diets have been proposed to be potential protective factors against depression due to their antioxidant, anti-inflammatory, and neuroprotective properties. This study [...] Read more.
Background/Objectives: Depression is a prevalent mental health problem among undergraduate students, and dietary patterns may play a role in its prevention. Phytochemical-rich diets have been proposed to be potential protective factors against depression due to their antioxidant, anti-inflammatory, and neuroprotective properties. This study aimed to investigate the association between the Dietary Phytochemical Index (DPI) and depressive symptoms among undergraduate students in Türkiye. Methods: A descriptive, cross-sectional study was conducted among 789 undergraduate students at Erciyes University between May 2024–May 2025. Dietary data were collected using a 101-item Food Frequency Questionnaire, and the DPI was calculated as the percentage of total daily energy derived from phytochemical-rich foods. Depressive symptoms were assessed via the Burns Depression Checklist (BDC). Statistical analyses included correlation and logistic regression models adjusted for gender, income, and academic department. Results: Participants with higher DPI scores exerted significantly lower BDC total and sub-dimension scores, including activities and personal relationships, physical symptoms, and suicidal urges (all p < 0.05). The inverse association between DPI and total depression score remained significant across all adjusted models (p < 0.001), and a significant linear trend was observed across DPI quartiles (p-trend < 0.001). Conclusions: Higher dietary phytochemical intake was associated with lower depressive symptom levels among undergraduate students. These results suggest that phytochemical-rich dietary patterns, characterized by increased consumption of fruits, vegetables, whole grains, legumes, and nuts, may contribute to improved psychological well-being. Promoting the intake of phytochemical-dense foods could be a practical nutritional strategy for supporting mental health in young adults. Full article
(This article belongs to the Section Phytochemicals and Human Health)
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33 pages, 8857 KB  
Article
A Multi-Stage Framework Combining Experimental Testing, Numerical Calibration, and AI Surrogates for Composite Panel Characterization
by Marcello Fulgione, Simone Palladino, Luca Esposito, Sina Sarfarazi and Mariano Modano
Buildings 2025, 15(21), 3900; https://doi.org/10.3390/buildings15213900 - 28 Oct 2025
Viewed by 294
Abstract
Composite modular panels are increasingly used in modern buildings, yet their layered behavior makes mechanical characterization and modeling difficult. This study presents a novel hybrid framework that integrates analytical, numerical, and AI-driven approaches for the mechanical characterization of composite panels. The system combines [...] Read more.
Composite modular panels are increasingly used in modern buildings, yet their layered behavior makes mechanical characterization and modeling difficult. This study presents a novel hybrid framework that integrates analytical, numerical, and AI-driven approaches for the mechanical characterization of composite panels. The system combines a layered concrete configuration with embedded steel reinforcement, and its performance was evaluated through experimental testing, analytical formulation, finite element simulations, and artificial intelligence techniques. Full-scale bending and shear tests were conducted and results in terms of displacements were compared with in silico simulations. The equivalent elastic modulus and thickness were suggested via a closed-form analytical procedure and validated numerically, showing less than 3% deviation from experiments. These equivalent parameters were used to simulate the dynamic response of a two-storey prototype building under harmonic excitation, with simulated modal periods differing by less than 10% from experimental data. To generalize the method, a parametric dataset of 218 panel configurations was generated by varying material and geometric properties. Machine learning models including Artificial Neural Network, Random Forest, Gradient Boosting, and Extra Trees were trained on this dataset, achieving R2 > 0.98 for both targets. A graphical user interface was developed to integrate the trained models into an engineering tool for fast prediction of equivalent properties. The proposed methodology provides a unified and computationally efficient approach that combines physical accuracy with practical usability, enabling rapid design and optimization of composite panel structures. Full article
(This article belongs to the Section Building Structures)
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17 pages, 2573 KB  
Article
Effect of Metakaolin and Biosilica on the Mechanical Properties of Cementitious Mortars
by Marine Kalantaryan, Nelli Muradyan, Avetik Arzumanyan, Yeghvard Melikyan, David Laroze, Manuk Barseghyan and Yeghiazar Vardanyan
Buildings 2025, 15(21), 3882; https://doi.org/10.3390/buildings15213882 - 27 Oct 2025
Viewed by 133
Abstract
The growing demand for sustainable construction materials has intensified efforts to reduce the environmental impact of Portland cement. This study investigates the effect of partial substitution of cement with metakaolin (MK, 5–15 wt.%) and biosilica (BS, 5 wt.%) on the physical, mechanical, and [...] Read more.
The growing demand for sustainable construction materials has intensified efforts to reduce the environmental impact of Portland cement. This study investigates the effect of partial substitution of cement with metakaolin (MK, 5–15 wt.%) and biosilica (BS, 5 wt.%) on the physical, mechanical, and microstructural properties of cementitious mortars. The influence of a polycarboxylate ether-based superplasticizer (Mf) and ultrasonic treatment (ULT) was also evaluated. The mortars were characterized through setting time, density, water absorption, flexural and compressive strength tests, as well as FTIR and SEM analyses. Water absorption decreased from 12.21% to 9.8%, indicating improved pore refinement and densification. Flexural strength of all modified mortars exceeded that of the control mix: from 10.0% to 89.9% at 7 days, and from 4.7% to 50.4% at 28 days. The compressive strength improved markedly with MK and BS incorporation, from 20.8% to 51.3% at 7 days and from 9.7% to 35.2% at 28 days compared to the control sample. FTIR and SEM results confirmed enhanced pozzolanic activity and formation of C–S–H gel. The synergistic use of MK, BS, and Mf—especially with ultrasonic dispersion—yielded denser, stronger, and more sustainable cementitious composites. Full article
(This article belongs to the Section Building Materials, and Repair & Renovation)
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19 pages, 1856 KB  
Article
Multiscale Texture Fractal Analysis of Thermo-Mechanical Coupling in Micro-Asperity Contact Interfaces
by Jiafu Ruan, Xigui Wang, Yongmei Wang and Weiqiang Zou
Symmetry 2025, 17(11), 1799; https://doi.org/10.3390/sym17111799 - 25 Oct 2025
Viewed by 238
Abstract
The line contact behavior of multiscale meshing interfaces necessitates synergistic investigation spanning nano-to centimeter-scale ranges. When nominally smooth gear teeth surfaces come into contact, the mechanical–thermal coupling effect at the meshing interface actually occurs over a collection of microscale asperities (roughness peaks) exhibiting [...] Read more.
The line contact behavior of multiscale meshing interfaces necessitates synergistic investigation spanning nano-to centimeter-scale ranges. When nominally smooth gear teeth surfaces come into contact, the mechanical–thermal coupling effect at the meshing interface actually occurs over a collection of microscale asperities (roughness peaks) exhibiting hierarchical distribution characteristics. The emergent deformation phenomena across multiple asperity scales govern the self-organized evolution of interface conformity, thereby regulating both the load transfer efficiency and thermal transport properties within the contact zone. The fractal nature of the roughness topography on actual meshing interfaces calls for the development of a cross-scale theoretical framework that integrates micro-texture optimization with multi-physics coupling contact behavior. Conventional roughness characterization methods based on statistical parameters suffer from inherent limitations: their parameter values are highly dependent on measurement scale, lacking uniqueness under varying sampling intervals and instrument resolutions, and failing to capture the scale-invariant nature of meshing interface topography. A scale-independent parameter system grounded in fractal geometry theory enables essential feature extraction and quantitative characterization of three-dimensional interface morphology. This study establishes a progressive deformation theory for gear line contact interfaces with fractal geometric characteristics, encompassing elastic, elastoplastic transition, and perfectly plastic stages. By systematically investigating the force–thermal coupling mechanisms in textured meshing interfaces under multiscale conditions, the research provides a theoretical foundation and numerical implementation pathways for high-precision multiscale thermo-mechanical analysis of meshing interfaces. Full article
(This article belongs to the Section Engineering and Materials)
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