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Search Results (7,045)

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32 pages, 4173 KB  
Article
Tracing Methanogenesis Pathways via Stable Carbon Isotopes for Sustainable Biogas Production in Continuous-Flow Open Systems
by Michał Bucha, Anna Detman-Ignatowska, Aleksandra Chojnacka, Ewa Łupikasza, Łukasz Pleśniak, Wojciech Drzewicki, Marta Jakubiak, Adriana Trojanowska-Olichwer, Beata Berbeć, Dominika Kufka, Anna Sikora and Mariusz Orion Jędrysek
Sustainability 2026, 18(13), 6880; https://doi.org/10.3390/su18136880 - 6 Jul 2026
Abstract
The common products of acidogenesis, the key stage in the process of anaerobic digestion, are lactate, butyrate, propionate, and acetate. They were decomposed in the Up-flow Anaerobic Sludge Blanket bioreactors working in continuous-flow open systems. A comprehensive analysis of variations in both isotopic [...] Read more.
The common products of acidogenesis, the key stage in the process of anaerobic digestion, are lactate, butyrate, propionate, and acetate. They were decomposed in the Up-flow Anaerobic Sludge Blanket bioreactors working in continuous-flow open systems. A comprehensive analysis of variations in both isotopic ratios and concentrations of organic acids in the effluents was conducted to enhance comprehension of methanogenic processes. The analysis of carbon isotope fractionation in the CO2-CH4 system, as evidenced by the α13CCO2-CH4 factor, has indicated that acetate decarboxylation has occurred. Furthermore, a decline in CO2 levels was observed, accompanied by the predominance of butyrate and propionate, despite the presence of acetic acid in the effluents from all the bioreactors. Butyric acid demonstrated the greatest resistance to decomposition, resulting in 13C-enrichment of DIC. Lactic acid was utilised almost entirely. The observations presented above were subsequently validated through statistical analysis. A comparative analysis of the δ13C(CH4) and δ13C(CO2) values of our study with those of other natural substrates (detritic lignite, xylite, maize silage, and cattle manure) was undertaken, and it was found that isotope fractionation differs significantly in closed (potential thermodynamic processes) and open systems (expected Rayleigh processes). In the context of open systems, the isotope fractionation factor α13CCO2-CH4 during methaneogenesis has been observed to attain values that are consistent with those observed in CH4 oxidation. The study revealed that the presence of acetate in the substrate (i.e., the M4 bioreactor) led to the generation of CO2 with a higher proportion of light carbon isotopes. This, in turn, resulted in a shift in the isotope fractionation factor (i.e., α13CCO2-CH4) to values below 1.03. Our results suggest that methanogenic pathway signatures in open, continuous-flow systems may only be partially apparent. This is because substrate depletion drives Rayleigh-type isotope enrichment, while the dominance of a single substrate and its constant inflow stabilise pathway expression and shift control towards substrate dynamics rather than intrinsic microbial changes. Our finding suggests that isotope-based diagnostics could enhance process control in biogas plants by identifying substrate-driven limitations and facilitating more efficient and stable CH4 production. Full article
(This article belongs to the Topic Advanced Bioenergy and Biofuel Technologies)
24 pages, 1825 KB  
Article
Innovative Connection of Non-Load-Bearing Walls Using a Spatially Arranged Silica Glass Mesh
by Radosław Jasiński and Iwona Galman
Materials 2026, 19(13), 2900; https://doi.org/10.3390/ma19132900 - 6 Jul 2026
Abstract
Although non-structural walls do not determine the structural safety of a building, they are responsible for its functionality by serving as acoustic, thermal, and fire-resistant partitions. They may be freely located and relocated and are typically constructed during the finishing stage of building [...] Read more.
Although non-structural walls do not determine the structural safety of a building, they are responsible for its functionality by serving as acoustic, thermal, and fire-resistant partitions. They may be freely located and relocated and are typically constructed during the finishing stage of building works. Reliable performance of non-structural walls depends on appropriate connections to floors and adjacent walls. Connections to walls are most commonly achieved using traditional masonry bonding or sufficiently durable wall connectors, usually made of steel. An alternative to steel connectors may be connectors made of polymer-based materials or meshes. This paper proposes an innovative method for connecting non-structural masonry walls using a spatially arranged mesh, which serves not only as reinforcement of the wall connection but also as reinforcement of the bed joints. The aim of the study was to evaluate the effectiveness of this method in comparison with other connection techniques, including traditional solutions. Experimental investigations were carried out using an original test setup on 12 specimens made of AAC masonry units, divided into three series: series P—traditional connection (reference series), series H—connection with mesh placed in bed joints, and series SHP—connection with spatially arranged mesh. Silica Glass Mesh (SGM), intended for reinforcement of bed joints in AAC masonry, was used in the study. The experiments focused on the analysis of connection behavior and load-bearing capacity, with particular emphasis on maximum load values and failure mechanisms. Individual stages of the behavior of mesh-reinforced connections were identified, and empirical relationships enabling estimation of maximum loads were developed. The results confirmed that the traditional connection achieved the highest load-bearing capacity. However, as expected, the mesh-reinforced connections—particularly those with the spatial mesh arrangement—exhibited a more stable response and a greater ability for progressive load transfer. The SHP series connections with spatially arranged meshes exhibited significantly lower load-bearing capacity compared to the reference unreinforced connections, while at the same time demonstrating substantially greater deformability. The stiffness degradation in the mesh-reinforced connections did not occur abruptly, as observed in the reference models, which makes them an effective alternative for practical applications. Technical models for predicting forces and displacements of connections reinforced with spatially arranged meshes and meshes placed in bed joints were also developed. Full article
26 pages, 5078 KB  
Article
Anionic Polyacrylamide Combined with Slag for Enhancing Flocculation–Preloading–Electro-Osmosis Consolidation of High-Water-Content Bentonite Slurry
by Kang Wang, Junbin Chang, Xiaoke Li, Ying Zhang, Chunliang Li and Zhijia Xue
Appl. Sci. 2026, 16(13), 6748; https://doi.org/10.3390/app16136748 - 6 Jul 2026
Abstract
The disposal of high-water-content bentonite slurry generated from underground construction presents prominent environmental and technical challenges, calling for low-carbon and efficient consolidation technologies. This study proposes an integrated flocculation–preloading–electro-osmosis (FPE) method using anionic polyacrylamide (APAM) combined with ground granulated blast furnace slag to [...] Read more.
The disposal of high-water-content bentonite slurry generated from underground construction presents prominent environmental and technical challenges, calling for low-carbon and efficient consolidation technologies. This study proposes an integrated flocculation–preloading–electro-osmosis (FPE) method using anionic polyacrylamide (APAM) combined with ground granulated blast furnace slag to strengthen dewatering and stabilization of bentonite slurry. Settlement column experiments were conducted to determine the optimal APAM dosages. A series of FPE consolidation experiments were performed to monitor drainage, settlement, electrical current, temperature and post-treatment soil properties, combined with microstructural analysis to reveal the synergistic mechanism. The results show that APAM creates abundant seepage channels via adsorption bridging and flocculation, significantly accelerating early-stage drainage and settlement rates without obviously increasing total drainage and final settlement. The polymer hydrogel homogenizes soil structure, leading to a gradual increase in moisture content and decrease in shear strength from anode to cathode, and effectively eliminates cracking during electro-osmosis. The temporary seepage channels induce a faster initial current rise, while the polymer coating increases apparent resistivity after free water discharge, thereby reducing current and temperature during the electro-osmotic consolidation stage. Appropriate APAM dosage thickens the electric double layer to raise the free swell ratio, whereas excessive dosage restricts swelling by particle coating. Microscopic observations confirm that chain-structured APAM and flocculent C-(A)-S-H hydration products cement soil particles and fill pores, improving soil integrity and shear strength. Overall, APAM improves early-stage efficiency and soil uniformity/integrity. In addtion, its combined effect with slag on bentonite shear strength increase is relatively higher than that of 0% slag condition. The integrated FPE technique realizes synchronous high-efficiency dewatering and low-carbon stabilization of high-water-content bentonite slurry, providing a novel and practical solution for engineering slurry disposal. Full article
(This article belongs to the Special Issue Advances in Soil Reinforcement and Remediation Technologies)
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18 pages, 3061 KB  
Article
Surgical Isolation of a Haemonchus contortus FESC Strain: Morphological and Molecular Characterization for Use in Research
by César Cuenca-Verde, Rosa Isabel Higuera-Piedrahita, Héctor Alejandro de la Cruz-Cruz, Enrique Flores-Gasca, María del Rocio Morales-Méndez, Marco Antonio Muñoz-Guzmán, Fernando Alba-Hurtado and Jorge Alfredo Cuéllar-Ordaz
Ruminants 2026, 6(3), 52; https://doi.org/10.3390/ruminants6030052 (registering DOI) - 5 Jul 2026
Abstract
Haemonchus contortus is one of the most prevalent gastrointestinal nematodes in all ecosystems in Mexico, where sheep are raised on pasture, and it poses a significant threat. This study aimed to examine the surgical isolation of a Mexican H. contortus strain, its morphological [...] Read more.
Haemonchus contortus is one of the most prevalent gastrointestinal nematodes in all ecosystems in Mexico, where sheep are raised on pasture, and it poses a significant threat. This study aimed to examine the surgical isolation of a Mexican H. contortus strain, its morphological and molecular characterization, and the maintenance of this strain for future research. Biological behavior and some phenotypic aspects of the adults were considered. Fecal samples were obtained from naturally infected sheep, larval cultures were performed, and a nematode-free lamb was infected. Once the infection was established, the donor sheep were euthanized, the adults recovered, and H. contortus females and males were selected. A surgical transfer from H. contortus adult to the abomasum of a receptor lamb was performed, and the beginning of the egg excretion was confirmed three days post-transfer; fecal cultures from the receptor lamb were conducted to verify the purity of the strain. After three lambs were infected with 3000, 5000, and 10,000 L3, the pre-patent period, prolificacy, and measurements of the adult stages of the strain were studied. The molecular characteristics were evaluated by qPCR; primers were designed based on NCBI genomic DNA sequences of H. contortus to amplify a 176 bp fragment, and the amplicon was sequenced for taxonomic identification. The results of this study describe biological characteristics and some phenotypic aspects of the adults, as well as eggs and infective larvae, and molecular characteristics of the isolated strain, and establish a successful methodology for isolating and maintaining a pure strain of H. contortus (FESC-strain); it can be used as a reference in experimental infections or anthelmintic resistance studies. Full article
(This article belongs to the Special Issue Parasitological Diagnosis and Alternative Control in Ruminants)
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30 pages, 2309 KB  
Review
Cutaneous Staphylococcus aureus Infections in Renal Edema Across Kidney Disease and the Intensive Care Unit: Pathophysiological Mechanisms, Clinical Implications, and Therapeutic Challenges
by Mariana-Emilia Caragea, Daniel Cosmin Caragea, Marius Bogdan Novac, Lidia Boldeanu, Mohamed-Zakaria Assani, Dragoș Forțofoiu, Vlad Pădureanu, Mihail Virgil Boldeanu, Dragoș-Marian Popescu and Cristin Constantin Vere
Int. J. Mol. Sci. 2026, 27(13), 6038; https://doi.org/10.3390/ijms27136038 - 5 Jul 2026
Abstract
Staphylococcus aureus, particularly methicillin-resistant S. aureus (MRSA), remains a leading cause of skin and soft tissue infections (SSTIs) worldwide. Patients with renal edema, including those with nephrotic syndrome and chronic kidney disease (CKD), and critical illness, are particularly susceptible because of barrier [...] Read more.
Staphylococcus aureus, particularly methicillin-resistant S. aureus (MRSA), remains a leading cause of skin and soft tissue infections (SSTIs) worldwide. Patients with renal edema, including those with nephrotic syndrome and chronic kidney disease (CKD), and critical illness, are particularly susceptible because of barrier dysfunction, immune impairment, and altered antimicrobial pharmacokinetics. This narrative review examines the mechanisms linking renal edema to increased susceptibility to cutaneous S. aureus infection and discusses their diagnostic and therapeutic implications. Three interconnected pathophysiological pathways appear central to this susceptibility: disruption of the cutaneous barrier, nephrotic and uremic immune dysfunction, and impaired lymphatic immune surveillance. These abnormalities facilitate bacterial colonization, and invasion, while S. aureus further exploits the renal host through adhesins, toxins, biofilm formation, and immune-evasion mechanisms. The review also highlights the challenges of managing severe staphylococcal infections in patients with kidney disease and critical illness, where augmented renal clearance, expanded volume of distribution, extracorporeal renal support, and fluctuating renal function may substantially influence antimicrobial exposure. Current management requires early recognition, source control, individualized antimicrobial selection, renal-adapted dosing, therapeutic drug monitoring, and antimicrobial stewardship. Although emerging anti-virulence and immunomodulatory strategies show promise, most remain at the preclinical or early translational stage. Overall, renal edema should be regarded as a biologically active modifier of host–pathogen interactions that contributes to increased susceptibility to cutaneous S. aureus infection across the spectrum of kidney disease. Full article
(This article belongs to the Section Molecular Microbiology)
26 pages, 4422 KB  
Article
Cartilage Oligomeric Matrix Protein (COMP) Correlates with Disease Progression, Selected Immune Checkpoint Molecules and SIGLEC9 in Colorectal Cancer
by Piotr Limanówka, Anna Kot, Wiktor Wagner, Błażej Ochman, Sylwia Mielcarska, Agnieszka Kula, Miriam Dawidowicz, Dorota Hudy, Monika Szrot, Jerzy Piecuch, Zenon Czuba, Elżbieta Świętochowska, Iwona Gisterek-Grocholska and Dariusz Waniczek
Int. J. Mol. Sci. 2026, 27(13), 6032; https://doi.org/10.3390/ijms27136032 - 5 Jul 2026
Abstract
Cartilage oligomeric matrix protein (COMP) influences extracellular matrix remodeling. We investigated its clinical, prognostic, and immunomodulatory significance in colorectal cancer (CRC). COMP was quantified via ELISA in 107 paired CRC and normal tissues. Expression was correlated with clinicopathological features, mutational profiles, microsatellite instability [...] Read more.
Cartilage oligomeric matrix protein (COMP) influences extracellular matrix remodeling. We investigated its clinical, prognostic, and immunomodulatory significance in colorectal cancer (CRC). COMP was quantified via ELISA in 107 paired CRC and normal tissues. Expression was correlated with clinicopathological features, mutational profiles, microsatellite instability (MSI), tumor-infiltrating lymphocytes (TILs), immune checkpoints, and multiplex cytokine networks. For transcriptomic validation, the FieldEffectCrc dataset was used for Gene Set Enrichment Analysis (GSEA), and The Cancer Genome Atlas (TCGA) CRC cohort for survival analysis. COMP was significantly upregulated in CRC tissues (p < 0.001) and correlated with advanced T, N, and overall pathological stages (all p < 0.05, tau = 0.18, 0.21, and 0.23, respectively). High COMP expression was linked to restricted immune infiltration (reduced stromal TILs, p < 0.05, tau = −0.23), elevated levels in microsatellite stable (MSS) compared to MSI tumors (p < 0.01), and correlated positively with immune exhaustion markers (T-cell immunoglobulin and mucin-domain containing-3 (TIM-3), galectin-9 (GAL9), sialic acid-binding Ig-like lectin 9 (SIGLEC9)). Transcriptomic data linked high COMP to worse disease-specific and progression-free survival, and enrichment in pro-tumorigenic pathways (epithelial-to-mesenchymal transition, angiogenesis, IL-6 signaling). COMP upregulation defines an immunosuppressive microenvironment in CRC, particularly in MSS tumors. It represents an important prognostic biomarker and potential therapeutic target for overcoming immunotherapy resistance. Full article
(This article belongs to the Special Issue Colorectal Cancer: Molecular and Cellular Basis)
19 pages, 12611 KB  
Article
Candidate Biopolymer Composite Membranes for Carbonic Anhydrase Immobilization in Enzymatic Direct Air Capture
by Spas Kerimov, Victoria Atanassova, Georgi Yankov, Radostin Stefanov, Ekaterina Iordanova, Georgi Marinov, Hristo Kalaydzhiev and Albert Krastanov
Materials 2026, 19(13), 2869; https://doi.org/10.3390/ma19132869 - 5 Jul 2026
Abstract
Direct air capture (DAC) requires carbon capture interfaces that operate under highly dilute CO2 conditions while minimizing thermal and chemical regeneration penalties. Carbonic anhydrase (CA) accelerates the reversible hydration of CO2 to bicarbonate and is therefore a strong biocatalytic candidate for [...] Read more.
Direct air capture (DAC) requires carbon capture interfaces that operate under highly dilute CO2 conditions while minimizing thermal and chemical regeneration penalties. Carbonic anhydrase (CA) accelerates the reversible hydration of CO2 to bicarbonate and is therefore a strong biocatalytic candidate for low-temperature CO2 capture, but its implementation depends on candidate support materials that combine wet-state accessibility, chemical reactivity, mechanical processability and compatibility with membrane architectures. This study reports the preparation and screening of N-(3-dimethylaminopropyl)-N′-ethylcarbodiimide hydrochloride/N-hydroxysuccinimide (EDC/NHS)-reactive biopolymer composite membranes for future carbonic anhydrase (CA) immobilization. Chitosan particles were precipitated with citrate or tripolyphosphate under high-shear homogenization and compared after lyophilization or convective drying. Chitosan-, shellac-, agarose- and cellulose-acetate-based films plasticized with glycerol and/or polyethylene glycol 400 (PEG-400) were then evaluated by optical microscopy, dry-state penetrometric puncture testing, qualitative EDC/NHS-reactivity mapping and Fourier-transform infrared spectroscopy (FTIR). Freshly precipitated chitosan particles showed dendrite-like high-surface morphologies, while lyophilization preserved porous flocculated aggregates and convective drying produced denser collapsed structures. Neat chitosan showed the highest dry-state puncture force (2.230 ± 0.173 N), whereas chitosan/shellac (0.377 ± 0.044 N) and agarose/chitosan/PEG-400 (0.386 ± 0.038 N) provided the strongest reactive-composite compromise between dry-state puncture resistance and EDC/NHS compatibility. The EDC/NHS reactivity map identified chitosan- and shellac-containing films as the chemically most relevant supports because they provide amine and/or carboxyl functionality, whereas agarose and cellulose acetate alone were not directly suitable for zero-length amidation. FTIR spectra confirmed polymer-specific functional signatures and EDC/NHS-associated changes in carbonyl, amide and C-O/C-O-C regions, especially in shellac- and chitosan-containing composites. The results identify chitosan/shellac as the lead candidate membrane and agarose/chitosan/PEG-400 as a hydration-rich comparator for subsequent carbonic anhydrase immobilization studies. This work should be interpreted as a first-stage materials-screening study of candidate membranes for enzyme immobilization. Full article
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51 pages, 4511 KB  
Article
Unmasking Non-Static Drivers of Urban Ecological Resilience: Evidence from the Guanzhong Plain Urban Agglomeration
by Xiaohui Ding, Yuan Wang, Kehui Li, Ruolan Li and Heng Wang
Land 2026, 15(7), 1200; https://doi.org/10.3390/land15071200 - 3 Jul 2026
Viewed by 103
Abstract
Urban ecological resilience (UER) has become a central concern in rapidly urbanizing regions where development pressures increasingly interact with ecological constraints. Focusing on the Guanzhong Plain Urban Agglomeration (GPUA), a semi-arid urban agglomeration in western China, this study examines the non-static and locally [...] Read more.
Urban ecological resilience (UER) has become a central concern in rapidly urbanizing regions where development pressures increasingly interact with ecological constraints. Focusing on the Guanzhong Plain Urban Agglomeration (GPUA), a semi-arid urban agglomeration in western China, this study examines the non-static and locally heterogeneous drivers of UER across 11 prefecture-level cities from 2000 to 2023. UER is measured through resistance, adaptability, and recovery. An extended STIRPAT model, Elastic Net with stability selection, two-way fixed-effects period interactions, and Geographically and Temporally Weighted Regression (GTWR) are integrated to identify robust drivers, test post-2011 shifts, and estimate city-year local associations. Residual Moran’s I diagnostics and Spatial Lag GTWR (SLM-GTWR) are used as supplementary checks. The results show that UER remains relatively stable at the aggregate regional level but becomes increasingly divergent across cities. Ten robust drivers are retained, with fiscal investment intensity, human capital, medical and health level, and total energy consumption emerging as key variables. Period heterogeneity results indicate that fiscal investment becomes more favorably associated with UER after 2011, while the marginal association of energy consumption weakens. GTWR reveals clear local heterogeneity: human capital shows the most stable positive association, medical and health level remains generally negative, fiscal investment is positive but context-dependent, and energy consumption is predominantly negative but locally differentiated. Supplementary spatial diagnostics suggest that the GTWR specification captures the main spatiotemporal structure of UER, while spatial-lag checks broadly support the robustness of the local coefficient patterns, although estimates of spatial interaction remain sensitive to how inter-city linkages are defined. These findings indicate that UER drivers are dynamic rather than fixed, with resilience formation shaped mainly by governance-regime shifts and localized heterogeneity. The study contributes a sequential screening–heterogeneity framework for identifying non-static resilience drivers and suggests that resilience governance should combine stage-sensitive policy adjustment, place-based intervention, and regional coordination where ecological functions and environmental risks cross administrative boundaries. Full article
43 pages, 15802 KB  
Review
Gut Microbiomes of Rainbow Trout and Atlantic Salmon: Nutritional Modulation, Mucosal Immunity, and Resistome Risk
by Zhongquan Jiang, Jiale Chen, Yuanhao Ren, Tingting Lin, Siping Li, Fengyuan Shen, Bo Qin, Lei Li, Changjian Li, Na Ying and Hanfeng Zheng
Biology 2026, 15(13), 1066; https://doi.org/10.3390/biology15131066 - 3 Jul 2026
Viewed by 246
Abstract
The gut microbiome of rainbow trout (Oncorhynchus mykiss) and Atlantic salmon (Salmo salar) is increasingly recognized as a functional interface linking dietary inputs, epithelial barrier integrity, mucosal immunity, environmental stress, disease susceptibility, and antimicrobial-resistance risk in intensive aquaculture. Based [...] Read more.
The gut microbiome of rainbow trout (Oncorhynchus mykiss) and Atlantic salmon (Salmo salar) is increasingly recognized as a functional interface linking dietary inputs, epithelial barrier integrity, mucosal immunity, environmental stress, disease susceptibility, and antimicrobial-resistance risk in intensive aquaculture. Based on available salmonid studies and relevant evidence from broader fish and aquaculture systems, this review synthesizes current knowledge on salmonid gut microbial composition, nutritional modulation, microbiome–mucosal immune interactions, aquaculture stressors, antibiotic exposure, antibiotic resistance genes (ARGs), mobile genetic elements (MGEs), metagenomics, multi-omics, and emerging microbiome-informed decision-support tools. Current evidence does not support a universally stable single-core microbiota in these species. Instead, community structure is shaped by developmental stage, freshwater–seawater transition, intestinal segment, digesta versus mucosa sampling, diet, temperature, stress, health status, and methodological workflow. Feed substitution and functional additives can remodel the gut microbiota, but these shifts should be interpreted alongside histology, barrier function, metabolic profiles, immune indicators, and disease-resistance phenotypes. Antibiotic exposure may reduce acute bacterial disease pressure while disturbing community structure and potentially enriching ARGs or ARG–MGE associations. Risk assessment should therefore move beyond ARG abundance toward host–ARG–MGE linkage using shotgun metagenomics, metagenome-assembled genomes, long-read sequencing, Hi-C, and externally validated multi-omics models. Machine learning and artificial intelligence approaches may support feature screening, risk stratification, and decision support, but their application in salmonid gut-health management remains at an early stage and requires external validation across sites, production stages, diets, and seasons. Full article
(This article belongs to the Special Issue Intestinal Health of Aquatic Animals)
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26 pages, 1870 KB  
Article
Evaluation of Surface Impact Properties of Thermoplastics: Mechanical Correlation Between Critical Expansion Stress and Uniaxial Tensile Strength
by Tetsuo Takayama, Koki Tsuchiya and Akito Endo
Polymers 2026, 18(13), 1658; https://doi.org/10.3390/polym18131658 - 3 Jul 2026
Viewed by 274
Abstract
For the impact-resistance evaluation of thermoplastics, the DuPont impact test is widely used to replicate multiaxial stress states inherent in actual product environments. However, conventional evaluation methods remain constrained by probabilistic pass/fail judgments or empirical calculations of absorbed energy. Consequently, quantifying the “material-specific [...] Read more.
For the impact-resistance evaluation of thermoplastics, the DuPont impact test is widely used to replicate multiaxial stress states inherent in actual product environments. However, conventional evaluation methods remain constrained by probabilistic pass/fail judgments or empirical calculations of absorbed energy. Consequently, quantifying the “material-specific fracture criterion,” which is indispensable for high-fidelity computer-aided engineering (CAE) analysis, persists as an important challenge. While our previous works established the derivation of CES from uniaxial tensile tests, the core originality of this study lies in extending this mechanical framework to the dynamic and multiaxial stress states of the DuPont impact test. By integrating a mathematical model with the probabilistic results of the staircase method, we enable for the first time the quantitative identification of material-specific fracture thresholds directly from standard drop-weight impact configurations. For this study, a novel mechanical model for deformation and fracture behavior in the DuPont impact test is constructed. Then a quantitative evaluation method is proposed for the “Critical Expansion Stress (CES),” a material-specific threshold triggering fracture under multiaxial stress. Specifically, using thermoplastic materials of five types and seven grades (including PP, POM, PS, ABS, and PC), the surface impact energy absorbed per unit volume was calculated via the DuPont impact test using the staircase method, accounting for size effects. Furthermore, microscopic parameters (shear modulus G and critical void volume fraction f0) were identified theoretically based on the mechanical properties obtained from short-beam shear tests. These parameters were integrated into a mathematical model to derive the CES. Comparing the derived CES with the true-stress-based uniaxial tensile strength, which incorporates the necking behavior during large deformations, revealed a distinct correlation governed by their mechanical relation (the 1:3 rule) based on the theoretical definition of hydrostatic stress. For the highly ductile polymer exhibiting significant strain hardening, this correlation holds universally when evaluated at the initial plastic flow stage prior to massive molecular orientation. The proposed method serves as a practical quantitative screening tool for evaluating the surface impact characteristics of plastic materials, providing an accessible framework for identifying material-specific fracture thresholds. Full article
(This article belongs to the Section Polymer Processing and Engineering)
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26 pages, 2058 KB  
Article
Neural Calibration of the Resistance Prediction for Slender Ship Hulls
by Davor Mimica, Ines Bezić, Martina Bašić, Branko Blagojević and Josip Bašić
AI. Eng. 2026, 1(2), 6; https://doi.org/10.3390/aieng1020006 - 3 Jul 2026
Viewed by 60
Abstract
Fast and accurate resistance prediction is critical in early-stage ship design. While Michell’s thin-ship theory provides rapid evaluations, its linear assumptions limit accuracy, particularly as hull forms deviate from ideal slenderness. This paper introduces a physics-preserving neural calibration method that improves Michell’s theory [...] Read more.
Fast and accurate resistance prediction is critical in early-stage ship design. While Michell’s thin-ship theory provides rapid evaluations, its linear assumptions limit accuracy, particularly as hull forms deviate from ideal slenderness. This paper introduces a physics-preserving neural calibration method that improves Michell’s theory without replacing the underlying solver. We train a two-dimensional convolutional encoder–decoder, conditioned on Froude numbers via global FiLM modulation, to predict a bounded correction to the geometric effective-slope field. Because the solver remains unchanged, the learned correction acts as an interpretable spatial perturbation rather than a black-box resistance map. Evaluated under a strict leave-one-family-out (LOFO) protocol on a fleet of five slender hull families (DTMB, NPL-4A, Wide-Light Canoe, Wigley, and Delft 372), the neural calibration achieves a mean absolute percentage error (MAPE) of 0.0741. This represents a 24% improvement over a reproduced 2020 baseline and a 7.9% improvement over the uncorrected Michell solver. The 2020 baseline is the rigid boundary-layer and phase-deflection correction of an earlier study by the present group, re-evaluated here on the present hulls at their measured attitudes. Ablation studies show that much of this aggregate gain is captured by a bounded global slope offset, indicating that a spatially uniform displacement correction accounts for most of the improvement on slender hulls, while the spatially varying field mainly adds per-family headroom. Finally, we map the physical boundaries of this approach. Dedicated recovery campaigns on fuller forms (KCS and Series 60) show that the model regresses compared to baselines. This confirms that while the correction successfully refines the linear source distribution for slender hulls, it cannot synthesize missing physics, such as stagnation pressure, separated flow, or wave interference, for fuller or unrelated geometries. Full article
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23 pages, 15337 KB  
Article
Assessment of Transverse Pavement Texture Homogeneity Under Service-Stage Tire-Induced Uneven Wear Using 3D Laser Scanning
by Kunwei Zheng, Luodong Chen, Wenti Deng, Quan Lv, Man Io Leong and Difei Wu
Materials 2026, 19(13), 2846; https://doi.org/10.3390/ma19132846 - 3 Jul 2026
Viewed by 87
Abstract
Pavement texture strongly affects skid resistance, drainage, and tire–pavement contact stability, yet its transverse evolution under wheel-track-concentrated loading remains insufficiently quantified. This study proposes a 3D-laser-scanning-based framework for evaluating the transverse homogeneity of preventive maintenance pavements during service. Ten field sections on the [...] Read more.
Pavement texture strongly affects skid resistance, drainage, and tire–pavement contact stability, yet its transverse evolution under wheel-track-concentrated loading remains insufficiently quantified. This study proposes a 3D-laser-scanning-based framework for evaluating the transverse homogeneity of preventive maintenance pavements during service. Ten field sections on the Jiangluo Expressway in Guangdong Province, China, covering five preventive maintenance surface systems at two service stages (six months and one year), were investigated. Reflection intensity histogram features and geometric texture parameters were screened against transverse wheel-track distribution to identify representative indicators of asphalt film peeling and aggregate wear. Weighted average grayscale was selected as the optical indicator, whereas height-distribution kurtosis was selected as the geometric indicator. A section-level homogeneity index based on normalized median absolute deviation was then used to quantify transverse dispersion. The results show that weighted average grayscale and kurtosis are the most sensitive of the tested indicators to transverse wheel-track distribution, with R2=0.973 and R=0.9057, respectively. Wheel-track regions generally exhibited more severe optical and geometric deterioration than non-wheel-track regions, and transverse homogeneity tended to decrease from six months to one year. Within the investigated expressway sections, the framework was sensitive to different degrees of service-stage transverse wear evolution; however, broader multi-site validation is still required before threshold-based general applications can be established. Full article
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21 pages, 26731 KB  
Article
Network Pharmacology and Molecular Docking of Syzygium nervosum Extracts on Antiproliferative Effect in Prostate Cancer
by Napatsorn Saiyasit, Tanakamol Mahawan, Nitchakan Darai, Pilaiporn Thippraphan, Yawitthaphorn Soihin, Sunee Chansakaow, Aya Naiki-Ito, Satoru Takahashi and Weerakit Taychaworaditsakul
Int. J. Mol. Sci. 2026, 27(13), 5977; https://doi.org/10.3390/ijms27135977 - 3 Jul 2026
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Abstract
Prostate cancer (PCa) is one of the most common causes of cancer-related mortality in men globally. Although current therapies can control early-stage disease, advanced PCa remains difficult to treat because of therapeutic resistance and adverse side effects, highlighting the need for new treatment [...] Read more.
Prostate cancer (PCa) is one of the most common causes of cancer-related mortality in men globally. Although current therapies can control early-stage disease, advanced PCa remains difficult to treat because of therapeutic resistance and adverse side effects, highlighting the need for new treatment strategies. Syzygium nervosum (SN), a medicinal plant rich in bioactive compounds such as gallic acid and ellagic acid, has demonstrated anticancer properties in several malignancies; however, its effects on PCa remain unclear. This study investigated the anticancer potential of SN using integrated computational and in vitro approaches. DU145 and PC-3 prostate cancer cells were treated with SN extract at concentrations of 25–400 µg/mL for 24 and 48 h. Cell viability, colony formation, and cell-cycle progression were evaluated to determine antiproliferative activity. In parallel, computational analyses were performed to predict molecular targets of SN-derived compounds. Our results displayed that SN extract reduced cell viability, suppressed clonogenic growth, and disrupted cell-cycle progression in both cell lines. Computational findings suggested that gallic and ellagic acids may interact with key regulatory proteins related to cell proliferation and survival, including AKT and CDK2. Overall, SN demonstrates promising anticancer activity and may represent a potential therapeutic source for prostate cancer treatment. Full article
(This article belongs to the Special Issue Molecular Study on Biofunctional Properties of Plant Bioactives)
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25 pages, 2519 KB  
Article
From Prompt Optimisation to Workflow Architecture: A Comparative Study of Human–AI Workflow Systems in Generative Urban Design
by Sanghoon Jung
Systems 2026, 14(7), 771; https://doi.org/10.3390/systems14070771 - 3 Jul 2026
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Abstract
Image-based generative AI is rapidly entering urban design practice, yet it remains unclear whether its limitations can be addressed through prompt refinement or whether they reflect properties of the generation architecture itself. This study examines this question through a comparative case study of [...] Read more.
Image-based generative AI is rapidly entering urban design practice, yet it remains unclear whether its limitations can be addressed through prompt refinement or whether they reflect properties of the generation architecture itself. This study examines this question through a comparative case study of two urban design studio tasks under contrasting constraint conditions, drawing on 151 prompt episodes across 20 team projects. In concept-driven tasks, generative AI primarily supported divergence and visual exploration, while morphological bias was partly managed through curatorial selection and reference anchoring. In site-specific tasks, however, outputs often achieved visual plausibility while failing to preserve relational spatial logic, including circulation hierarchy, adjacency dependencies, and boundary conditions. The findings distinguish element-level errors, recoverable through post-editing, from system-level errors, which tended to resist repair within the observed image-generation workflows. Across cases, a three-stage human–AI workflow emerged as a control mechanism: human-led structuring, AI-driven generation and enrichment, and critical curation and refinement. The study contributes to research on human–AI systems by showing that effective integration in constraint-intensive urban design can depend less on prompt optimisation than on workflow architecture, particularly the allocation of validation, generation, and repair functions between human and AI components. Full article
(This article belongs to the Section Artificial Intelligence and Digital Systems Engineering)
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19 pages, 2007 KB  
Article
Cross-Platform Experimental Validation of Multi-Stage Adaptive Gate Driving for MOSFET Switching Loss Reduction in Transformer Boost Circuits
by Jiale Cheng, Yabin Wang, Fang Guo, Hao Sun and Xiangqun Cheng
Appl. Sci. 2026, 16(13), 6653; https://doi.org/10.3390/app16136653 - 3 Jul 2026
Viewed by 147
Abstract
In high-step-up ratio converters for portable battery-powered devices, MOSFET switching loss limits efficiency and thermal design. This paper evaluates a multi-stage adaptive gate driver (MS-AGD) after transfer from a 900 V SiC MOSFET high-step-up converter to a 25 V Si MOSFET transformer-based boost [...] Read more.
In high-step-up ratio converters for portable battery-powered devices, MOSFET switching loss limits efficiency and thermal design. This paper evaluates a multi-stage adaptive gate driver (MS-AGD) after transfer from a 900 V SiC MOSFET high-step-up converter to a 25 V Si MOSFET transformer-based boost circuit. The MS-AGD detects the Miller plateau by differential sensing and controls gate current in four stages through cascode current mirrors. The target-platform comparison combines measured switching waveforms with a temperature-based ζ coefficient and an apparent Roneffective indicator under a fixed device, load, fixture, pulse sequence, and thermal path. Total switching energy is not determined directly. Tests at 15 frequency points from 23.26 to 125 kHz show that drain-source voltage reaches its valley in about 500 ns with MS-AGD rather than about 1300–1450 ns with fixed-resistor drive and that the MOSFET package-temperature rise is reduced at all tested points by about 25% on average. The fitted apparent thermal-electrical indicator is also lower. These mutually consistent waveform and thermal results indirectly support a reduced turn-on switching-loss contribution while avoiding interpretation of ζ or apparent Roneffective as direct measurements of total switching loss or instantaneous channel resistance. Full article
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