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Search Results (1,471)

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Keywords = fourier and integral transforms

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19 pages, 1322 KB  
Article
Compound-Resolved VOC Dynamics in a Full-Scale Medium-Density Fibreboard Dryer: Process–State Screening Across Wood Furnish, Amino Resin Dosing, and Thermal Operating Variables
by Vladimir Nedić, Andreas Paul, Marius Catalin Barbu and Lubos Kristak
Polymers 2026, 18(10), 1230; https://doi.org/10.3390/polym18101230 - 18 May 2026
Abstract
Industrial control of volatile organic compound (VOC) emissions from medium-density fibreboard (MDF) production remains constrained by a shortage of compound-resolved evidence from full-scale plants, where wood furnish, amino resin chemistry, heat transfer, gas flow, and wet gas cleaning act simultaneously. Here, we analysed [...] Read more.
Industrial control of volatile organic compound (VOC) emissions from medium-density fibreboard (MDF) production remains constrained by a shortage of compound-resolved evidence from full-scale plants, where wood furnish, amino resin chemistry, heat transfer, gas flow, and wet gas cleaning act simultaneously. Here, we analysed more than 20,000 synchronized operating records from a full-scale single-stage flash-tube MDF dryer at an industrial SWISS KRONO production line and linked total VOC (TVOC) measurements from flame ionization detection with Fourier-transform infrared speciation on the cleaned stack. Five compounds—α-pinene, 3-carene, limonene, methanol, and formaldehyde—accounted for more than 80% of the resolved VOC signal. Process–state contrasts showed that higher digester residence time, discharge screw speed, adhesive amount, urea amount, dryer inlet temperature, and scrubber–water temperature increased one or more representative compounds, whereas higher hardwood share, additional flue-gas supply, and higher scrubber–water pH decreased them. Limonene, methanol, and formaldehyde were substantially more process-sensitive than α-pinene. An exploratory decorrelation step further showed that a drying/throughput domain explained about half of the variability of the screened process space. The study therefore identifies the small set of compounds and operating domains that most strongly govern the cleaned dryer-stack signature and provides a mechanistically grounded prioritization framework for follow-up causal experiments, source apportionment, and emission-mitigation design in industrial MDF manufacture. Unlike product or chamber emission studies, this work links the compound-resolved FTIR/FID chemistry of the final cleaned industrial stack with synchronized production variables; it therefore addresses a scale-integration gap by transforming routine compliance-type exhaust monitoring into a process-diagnostic framework for ranking emission sources, abatement-sensitive variables, and mitigation experiments. Full article
(This article belongs to the Special Issue Advances in Wood and Wood Polymer Composites)
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18 pages, 7483 KB  
Article
Compact Infrared Bandpass Sampling Fourier Transform Spectrometer and Stepwise Continuous Spectrum Reconstruction Method
by Yudong Liu, Baixuan Zhao, Yupeng Chen, Xudong Du, Kaifeng Zheng, Yingze Zhao, Haitao Nie, Yuxin Qin, Weibiao Wang, Jingqiu Liang and Jinguang Lv
Appl. Sci. 2026, 16(10), 5015; https://doi.org/10.3390/app16105015 (registering DOI) - 18 May 2026
Abstract
To overcome the limitations of complex dispersion structures, low diffraction efficiency at band edges, and continuous spectral aliasing in dispersion-interference coupled static Fourier transform spectrometers operating in the 3–5 μm mid-infrared band, a compact bandpass sampling Fourier transform spectrometer based on a horizontal [...] Read more.
To overcome the limitations of complex dispersion structures, low diffraction efficiency at band edges, and continuous spectral aliasing in dispersion-interference coupled static Fourier transform spectrometers operating in the 3–5 μm mid-infrared band, a compact bandpass sampling Fourier transform spectrometer based on a horizontal roof mirror and a segmented blazed grating with differentiated blaze angles (HRMSG-FTS) and a stepwise continuous spectrum reconstruction method (SCSR) were proposed. The HRMSG-FTS integrates dispersion and compensation through dual-pass coupling of the segmented blazed grating and the horizontal roof mirror, thereby reducing system complexity and improving diffraction efficiency at the band edges. Simulation results show that the HRMSG-FTS achieves a spectral resolution of 0.625 cm−1 while significantly reducing the longitudinal system size, and improves diffraction efficiency at the band edges by more than 20% compared with a single-blaze-angle grating. To mitigate continuous spectral aliasing, the SCSR method progressively decouples and accurately reconstructs the aliased spectrum. Simulations show that the reconstruction error coefficient is reduced from 0.683 to 0.031, and the effectiveness of SCSR is verified experimentally. The proposed system and method combine compactness with high accuracy and are suitable for applications such as airborne atmospheric monitoring, industrial gas detection, and portable infrared spectral analysis. Full article
(This article belongs to the Section Optics and Lasers)
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18 pages, 3777 KB  
Article
Comparative Study of Plasticized Polyvinyl Alcohol and Hydroxypropyl Methylcellulose Films for Pharmaceutical Applications: Mechanical, Thermal, Structural and Disintegration Properties
by Rittin Abraham Kurien, Gokul Kannan, Wantanwa Krongrawa, Supakij Suttiruengwong and Pornsak Sriamornsak
Polymers 2026, 18(10), 1211; https://doi.org/10.3390/polym18101211 - 16 May 2026
Viewed by 210
Abstract
Polyvinyl alcohol (PVA) and hydroxypropyl methylcellulose (HPMC) films plasticized with glycerin or polyethylene glycol (PEG) were investigated to elucidate structure–property relationships in hydrophilic polymeric film systems. Films were prepared by solution casting at a fixed polymer concentration of 2.7% w/w with [...] Read more.
Polyvinyl alcohol (PVA) and hydroxypropyl methylcellulose (HPMC) films plasticized with glycerin or polyethylene glycol (PEG) were investigated to elucidate structure–property relationships in hydrophilic polymeric film systems. Films were prepared by solution casting at a fixed polymer concentration of 2.7% w/w with plasticizer contents ranging from 0.49 to 1.33% w/w, yielding continuous, free-standing films with good surface integrity. Polymer type and plasticizer dosage strongly affected film breakdown behavior. HPMC films with high plasticization swelled and disintegrated. Effective plasticization was shown by a steady drop in tensile strength and elastic modulus and a significant rise in elongation at break. PVA films plasticized better than HPMC films in PEG-containing solutions. Fourier transform infrared spectroscopy verified hydrogen bonding-driven polymer–plasticizer interactions, with glycerin outperforming PEG. Increasing plasticizer percentage reduced crystallographic order and thermal transition temperature in X-ray diffraction and differential scanning calorimetry. Scanning electron microscopy indicated smooth and uniform surfaces at intermediate plasticizer levels, but variability at higher loadings. Among the studied formulations, PVA films containing 1.33% w/w plasticizer and HPMC films containing 1.05% w/w plasticizer provided the most balanced combination. These findings support physiochemically rational PVA and HPMC film design for pharmaceutical applications. Full article
(This article belongs to the Section Polymer Applications)
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13 pages, 2664 KB  
Article
Physicochemical and Thermal Properties of Aluminosilicate Gels Based on Metakaolin Doped with Different Amounts of Samarium(III)-Oxide
by Sanja Knežević, Marija Ivanović, Snežana Nenadović, Dorota Korte, Swapna Mohanachandran Nair Sindhu, Marijan Nečemer and Miloš Nenadović
Gels 2026, 12(5), 432; https://doi.org/10.3390/gels12050432 - 15 May 2026
Viewed by 130
Abstract
Aluminosilicate materials, known for their high strength, corrosion resistance, and thermal stability, are synthesized through the alkali activation of metakaolin, incorporating Sm2O3 to investigate the impact on their physicochemical properties. This study takes a look at the synthesis and physicochemical [...] Read more.
Aluminosilicate materials, known for their high strength, corrosion resistance, and thermal stability, are synthesized through the alkali activation of metakaolin, incorporating Sm2O3 to investigate the impact on their physicochemical properties. This study takes a look at the synthesis and physicochemical characterization of aluminosilicate gels doped with samarium(III)-oxide (Sm2O3), focusing on their potential as thermal insulators due to their enhanced thermal conductivity and absorption properties. Two samples with 1% and 5% Sm2O3 by weight were investigated, referred to as S1 and S2, respectively. Characterization techniques such as energy-dispersive X-ray fluorescence spectrometry (EDXRF), diffuse reflectance infrared Fourier transform spectroscopy (DRIFT), scanning electron microscopy (SEM), and photothermal beam deflection (PBD) were employed for the physicochemical characterization of aluminosilicate materials. The structural analysis shows an integration of Sm2O3, which did not significantly affect the gel’s density or porosity but enhanced its thermal conductivity. This study shows the potential of Sm2O3-doped aluminosilicates in applications requiring improved thermal management and stability, positioning them as potentially suitable materials for insulation. Full article
(This article belongs to the Special Issue Characterization Techniques for Hydrogels and Their Applications)
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14 pages, 3233 KB  
Article
Superabsorbent Hydrogels Derived from Unpurified Sargassum Biomass via Direct Carboxymethylation and Crosslinking
by Cleny Villalva-Cañavi, Alma Berenice Jasso-Salcedo and Daniel Lardizabal-Gutierrez
Gels 2026, 12(5), 431; https://doi.org/10.3390/gels12050431 - 15 May 2026
Viewed by 182
Abstract
The atypical proliferation of Sargassum (Sargassum spp.) in the tropical Atlantic and the Caribbean Sea over the past decade has triggered an unprecedented environmental and socioeconomic crisis along the Mexican coastline. Continuous beaching events of this macroalga on the Riviera Maya have [...] Read more.
The atypical proliferation of Sargassum (Sargassum spp.) in the tropical Atlantic and the Caribbean Sea over the past decade has triggered an unprecedented environmental and socioeconomic crisis along the Mexican coastline. Continuous beaching events of this macroalga on the Riviera Maya have caused coastal ecosystem degradation, severe impacts on the tourism sector, toxic gas emissions during decomposition, and high cleanup costs. To address this challenge, the valorization of Sargassum as a raw material for synthesizing functional materials represents a sustainable management strategy. In this study, a superabsorbent hydrogel was developed from Sargassum biomass (collected in Cancún, Quintana Roo, in 2025) using an innovative process that bypasses the conventional cellulose isolation step. The biomass was subjected to high-energy milling (15 and 30 min) to prepare Sargassum powder, which was subsequently carboxymethylated using monochloroacetic acid. This modified biomass was then crosslinked with citric acid, a process evaluated at three different citric acid/carboxymethylated Sargassum mass ratios. The hydrogel synthesized with the lowest crosslinking agent ratio achieved a maximum water absorption capacity of 1160 wt%, a value that exceeds the typical absorption capacities of 700–900% for biopolymer hydrogels. Successful material formation was confirmed by Fourier transform infrared spectroscopy (FTIR), which revealed the characteristic functional groups of CMC and the ester bonds formed during crosslinking. Additionally, scanning electron microscopy (SEM) analysis showed a well-defined porous structure with pore sizes ranging from 8.5 to 19.5 µm, which is essential for its high absorption performance. This study demonstrates the feasibility of producing high performance hydrogels from Sargassum through a simplified, cost-effective, and environmentally friendly process. These findings open a promising avenue for the integrated management of this problematic biomass, transforming it into value-added materials with potential applications in agriculture, hygiene, and environmental remediation. Full article
(This article belongs to the Special Issue Advances in Functional Gel (3rd Edition))
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32 pages, 2375 KB  
Article
Mission-Gilded Baroque Terracotta Sculptures by Lorenzo Vaccaro: A Multi-Analytical Investigation of Materials and Degradation
by Andrea Macchia, Laura Palermo, Camilla Zaratti, Irene Angela Colasanti, Federica Valentini and Tilde de Caro
Appl. Sci. 2026, 16(10), 4875; https://doi.org/10.3390/app16104875 - 13 May 2026
Viewed by 96
Abstract
This study presents a multi-analytical investigation of two Baroque gilded terracotta sculptures—Hercules and the Nemean Lion (Hercules A) and Hercules and the Lernaean Hydra (Hercules B)—attributed to Lorenzo Vaccaro (1655–1706) and preserved at the Museo Civico Gaetano Filangieri in Naples. This research [...] Read more.
This study presents a multi-analytical investigation of two Baroque gilded terracotta sculptures—Hercules and the Nemean Lion (Hercules A) and Hercules and the Lernaean Hydra (Hercules B)—attributed to Lorenzo Vaccaro (1655–1706) and preserved at the Museo Civico Gaetano Filangieri in Naples. This research aimed to reconstruct the original manufacturing technique, characterize materials introduced by successive restoration interventions, and identify active degradation mechanisms. A systematic diagnostic approach integrating UV fluorescence imaging, digital optical microscopy, portable energy-dispersive X-ray fluorescence spectroscopy (EDXRF), Raman spectroscopy, Fourier-transform infrared spectroscopy in attenuated total reflectance mode (FTIR-ATR), scanning electron microscopy with energy-dispersive X-ray spectroscopy (SEM-EDS), and spectrocolorimetry was applied. The original gilding system—comprising a ferruginous silico-aluminous terracotta substrate, a calcium sulfate ground, a lead-white imprimitura, an iron-rich bole, and a thin gold leaf—is consistent with documented Baroque mission gilding practices in Southern Italy. Analytical evidence further documented extensive non-original interventions, including copper-based artificial patination, bronze powder (porporina) integration, poly (vinyl acetate) adhesives, and acrylic protective coatings. Raman spectroscopy identified the in situ conversion of intentionally applied tenorite (CuO) to malachite (Cu2CO3(OH)2) as an active degradation pathway. Spectrocolorimetric measurements quantified chromatic alterations of up to ΔE = 52 attributable to accumulated surface deposits. The proposed integrated methodology constitutes a replicable diagnostic framework for investigating gilded terracotta artefacts in museum collections. Full article
(This article belongs to the Special Issue Non-Destructive Techniques for Heritage Conservation)
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20 pages, 1856 KB  
Article
Efficient 3D DC-Resistivity Forward Modeling in the Mixed Space-Wavenumber Domain Using a 1D Finite-Difference Method
by Jiaxuan Ling, An Li, Shuliu Wei and Qingrui Chen
Appl. Sci. 2026, 16(10), 4860; https://doi.org/10.3390/app16104860 - 13 May 2026
Viewed by 80
Abstract
To address the computational complexity and cumbersome matrix assembly inherent in the Space-Wavenumber Mixed-Domain Method based on the Finite-Element Method (SWMDM-FEM) for three-dimensional (3D) Direct Current (DC) resistivity simulations, we propose an enhanced numerical approach. This approach utilizes two-dimensional (2D) Fourier transform technology [...] Read more.
To address the computational complexity and cumbersome matrix assembly inherent in the Space-Wavenumber Mixed-Domain Method based on the Finite-Element Method (SWMDM-FEM) for three-dimensional (3D) Direct Current (DC) resistivity simulations, we propose an enhanced numerical approach. This approach utilizes two-dimensional (2D) Fourier transform technology to convert the 3D resistivity problem into a one-dimensional (1D) problem within the space-wavenumber mixed domain, which is then solved using the finite-difference method (FDM). By integrating the efficiency of Fourier transform with the simplicity of FDM, this method significantly enhances the efficiency of 3D numerical simulations in DC-resistivity methods. The accuracy of our algorithm is first validated using a spherical anomalous model, followed by testing with a model combining a low-resistivity cuboid and a high-resistivity sphere, demonstrating the method’s superior computational efficiency over the SWMDM-FEM. Subsequently, the proposed algorithm in this paper was tested using a cubic anomaly model. The number of iterations of the algorithm required to achieve the preset convergence accuracy was focused on and counted under different resistivity differences between the anomalous body and the background medium, different total grid numbers in the computational region, and different burial depths of the anomalous body so as to verify that the proposed algorithm has good convergence performance. At the same time, the test results show that under the premise of meeting the preset accuracy requirements, the number of iterations when the algorithm converges is only related to the resistivity difference between the anomalous body and the background medium, and has no correlation with the total number of grid divisions and the burial depth of the anomalous body. Finally, the E-SCAN method was used to carry out three-dimensional observation on the composite model, and the electromagnetic response characteristics of the anomalies were systematically analyzed. It is found that the position of the power supply point significantly impacts the observational outcomes. The E-SCAN method shows higher resolution in terms of identifying low-resistivity bodies but has limited capability in recognizing high-resistivity bodies. These findings provide a strategic workflow for practical geophysical exploration: rapid anomaly delineation using the E-SCAN method followed by high-precision 3D inversion. Full article
21 pages, 5054 KB  
Article
Fabrication and Characterization of Zein/Sodium Alginate Nanoparticles Loaded with Oxyresveratrol: Formation Mechanism, Molecular Dynamics Insights, and In Vitro Antioxidant Capacity
by Xiaomin Luo and Zhiyun Du
Micromachines 2026, 17(5), 594; https://doi.org/10.3390/mi17050594 (registering DOI) - 13 May 2026
Viewed by 184
Abstract
Oxyresveratrol (Oxy) exhibits a diverse range of biological activities. However, its practical application is constrained by low aqueous solubility and chemical instability. In this work, Oxy-loaded zein (Z) nanoparticles (NPs) stabilized by a sodium alginate (Alg) coating (Oxy-Z/Alg NPs) were fabricated using an [...] Read more.
Oxyresveratrol (Oxy) exhibits a diverse range of biological activities. However, its practical application is constrained by low aqueous solubility and chemical instability. In this work, Oxy-loaded zein (Z) nanoparticles (NPs) stabilized by a sodium alginate (Alg) coating (Oxy-Z/Alg NPs) were fabricated using an antisolvent precipitation method. The absence of crystalline peaks in X-ray diffraction analysis suggested that Oxy was dispersed as an amorphous phase in NPs, while the Fourier transform infrared spectra identified strong interfacial associations between the components. The stabilization of the NPs is attributed to the site-specific binding of Oxy with Z’s SER-162 and GLN-174 residues. Molecular docking, molecular dynamics simulations, and differential scanning calorimetry profiles evidenced the formation of intermolecular hydrogen bonds. Dynamic light scattering analysis showed that the nanocomplexes had a nano-scale dimension (243 ± 6 nm) and a zeta potential of −36 mV. SEM micrographs revealed that the NPs possessed a spherical morphology. The NPs exhibited colloidal stability against prolonged heating (80 °C for 75 min), ionic strengths (up to 100 mM NaCl), and pH range (2.0–10.0). Encapsulation within the Alg coating enhanced Oxy’s antioxidant capacity over its unprotected form by shielding its core bioactivity from degradation. The Oxy-Z/Alg nano-system shows significant promise for the encapsulation of Oxy, providing a practical basis for its integration into nutraceuticals and functional food fields. Full article
(This article belongs to the Special Issue Micro/Nanotechnology in Drug Design and Nanomedicine)
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17 pages, 2470 KB  
Article
Zinc Ferrite-Integrated Halloysite Nanotubes as a Platform for Folate-Mediated Targeted Cisplatin Delivery
by Sarah Almofty, Vijaya Ravinayagam, Hatim Dafalla and B. Rabindran Jermy
Int. J. Mol. Sci. 2026, 27(10), 4284; https://doi.org/10.3390/ijms27104284 - 12 May 2026
Viewed by 317
Abstract
Halloysite nanotubes (HNTs), composed of an aluminosilicate framework, are naturally abundant, biocompatible, and sustainable clay minerals with a tubular morphology and tunable surface chemistry, making them attractive platforms for targeted, multifunctional drug delivery systems. In this study, a zinc ferrite integrated halloysite nanocomposite [...] Read more.
Halloysite nanotubes (HNTs), composed of an aluminosilicate framework, are naturally abundant, biocompatible, and sustainable clay minerals with a tubular morphology and tunable surface chemistry, making them attractive platforms for targeted, multifunctional drug delivery systems. In this study, a zinc ferrite integrated halloysite nanocomposite (ZnFe2O4/HNT) was developed via a one-pot synthesis approach for sustained release of cisplatin (Cp), aiming to reduce systemic toxicity and enhance cell-specific activity. The nanocomposites were further functionalized by integrating Cp (Cp: ZnFe2O4/HNT ratio 0.05) and folic acid (ZnFe2O4/HNT/Cp: FA ratio 0.05), followed by PEGylation (0.17 µL/mg of ZnFe2O4/HNT/Cp/FA/PEG). The structural and surface characteristics, phase, interfacial interactions (FA and Cp), and colloidal stability of nanoformulations were systematically investigated using powder X-ray diffraction analysis (XRD), Fourier transformed infrared (FT-IR) spectroscopy, zeta potential analysis, scanning electron microscopy-energy dispersive X-ray spectroscopy (SEM-EDS), high-resolution transmission electron microscopy (HRTEM), and diffuse reflectance UV–visible (DRS-UV-Vis) spectroscopy. The results confirmed that ZnFe2O4 integration preserved the clay’s tubular framework while inducing nanocrystallization of both ferrite and cisplatin, indicating molecular dispersion within the clay matrix. Functionalization with FA (ZnFe2O4/HNT/Cp/FA) promoted amide bond linkage, modulated Cp-FA interactions, and significantly enhanced cumulative Cp release compared to the non-functionalized system ZnFe2O4/HNT/Cp (10.3% at 72 h vs. 34.4% at 72 h) under tumor acidic conditions (pH 6.6). PEGylation maintained the controlled release profile while improving dispersion stability. In vitro cytotoxicity studies revealed that FA-conjugated nanocomposites exhibited enhanced, time-dependent anticancer activity against HeLa cervical cancer cells, with reduced toxicity toward normal fibroblasts, indicating preferential cellular uptake via folate receptor-mediated mechanism. Overall, this work demonstrates that FA-functionalized ZnFe2O4/HNT nanocomposite provides an effective clay-based platform for modulating Cp release and enhancing folate receptor protein-mediated targeted therapy for cervical cancer. Full article
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20 pages, 34091 KB  
Article
Swelling Mechanism of Rubber Sealing Materials in Methanol Transportation Pipelines
by Zitao Jiang, Zigeng Huang, Gengsheng Chen, Yunan Zhang, Shimao Liu, Ziru Chang and Xinru Yang
Materials 2026, 19(10), 1984; https://doi.org/10.3390/ma19101984 - 11 May 2026
Viewed by 233
Abstract
The growing demand for long-distance green methanol transportation highlights the critical need to evaluate the safety and reliability of pipeline sealing materials. This study investigates the swelling mechanisms of fluorocarbon rubber (FKM), nitrile butadiene rubber (NBR), and polytetrafluoroethylene (PTFE) under simulated methanol pipeline [...] Read more.
The growing demand for long-distance green methanol transportation highlights the critical need to evaluate the safety and reliability of pipeline sealing materials. This study investigates the swelling mechanisms of fluorocarbon rubber (FKM), nitrile butadiene rubber (NBR), and polytetrafluoroethylene (PTFE) under simulated methanol pipeline conditions. Static immersion tests were conducted under simulated pipeline conditions with water contents of 0–20% and temperatures of 25–55 °C, supplemented by thermogravimetric analysis (TGA), Fourier transform infrared spectroscopy (FTIR), and gas chromatography–mass spectrometry (GC–MS). FKM exhibited severe physical swelling, with the volume increase reaching up to 80% in pure methanol. Notably, the addition of 5% water markedly suppressed this swelling, reducing the volume change of FKM sealing rings to approximately 3% and the mass change to 1%. Conversely, NBR experienced volume shrinkage and mass loss due to the extraction of the plasticizer Bis(2-ethylhexyl) phthalate by methanol, a process also inhibited by water. PTFE demonstrated exceptional chemical stability and negligible dimensional changes owing to its high crystallinity and rigid structure. Consequently, PTFE is recommended as the optimal sealing material for pure methanol pipelines. When utilizing FKM or NBR, strict control over the fluid’s water content and operating temperature is essential to prevent degradation and ensure long-term pipeline integrity. Full article
(This article belongs to the Section Materials Chemistry)
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20 pages, 20010 KB  
Article
Rapidly Synthesized Microwave-Sintered Geopolymer Foam Utilizing Granite Waste: A Sustainable Approach for High-Performance Construction Materials
by Tooba Shafiq, Faseeh U. Rehman Khokhar, Ehsan Ul Haq, Muhammad Zaka Emad, Syed Farhan Raza and Rana Muhammad Asad Khan
Sustainability 2026, 18(10), 4754; https://doi.org/10.3390/su18104754 - 10 May 2026
Viewed by 761
Abstract
This study presents a novel, rapidly synthesized geopolymer foam fabricated from granite industrial waste using microwave sintering, reducing the demolding time from 7 days to 3 min and the overall processing time to 24 h, while enhancing mechanical performance. Five sample compositions (G1–G5) [...] Read more.
This study presents a novel, rapidly synthesized geopolymer foam fabricated from granite industrial waste using microwave sintering, reducing the demolding time from 7 days to 3 min and the overall processing time to 24 h, while enhancing mechanical performance. Five sample compositions (G1–G5) were prepared with varying granite powder and alkaline solution ratios, cured in a microwave for 3 min, and sintered for an additional 3 min. X-ray fluorescence (XRF), compressive strength tests, water absorption, thermogravimetric analysis (TGA), differential thermal analysis (DTA), and Fourier transform infrared spectroscopy (FTIR) were used for thorough characterization. The compressive strength increased progressively from 13 MPa (G1) to 20 MPa (G5), the total porosity decreased from 33.33% to 18.58%, the water absorption reached a minimum of 2.02% (G5), and the bulk density rose from 1.143 to 1.49 g/cm3. XRF analysis confirmed Si/Al molar ratios of 6.5–11.4, indicating enhanced aluminosilicate network development. FTIR confirmed progressive geopolymerization, with integrated Si-O-T band areas increasing from 41,900 a.u. (G1) to 44,680 a.u. (G5). The microwave sintering approach consumed over 90% less active energy than conventional thermal curing, significantly reducing associated CO2 emissions and thereby supporting SDG 7, SDG 12, and SDG 13. These results position granite-waste-derived geopolymer foam as a high-performance, energy-efficient alternative to conventional fired bricks and cement-based construction materials. Full article
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20 pages, 954 KB  
Review
A Unified Structural Framework for Time–Frequency Analysis and Machine Learning in Condition Monitoring
by Serdar Bilgi and Tahir Cetin Akinci
Electronics 2026, 15(10), 2004; https://doi.org/10.3390/electronics15102004 - 8 May 2026
Viewed by 195
Abstract
Condition monitoring in engineering systems requires analytical frameworks that connect physically meaningful signal representations with statistically consistent decision mechanisms. Although spectral analysis, time–frequency methods, and machine learning have each advanced significantly, they are often treated as separate methodological domains. This work presents a [...] Read more.
Condition monitoring in engineering systems requires analytical frameworks that connect physically meaningful signal representations with statistically consistent decision mechanisms. Although spectral analysis, time–frequency methods, and machine learning have each advanced significantly, they are often treated as separate methodological domains. This work presents a unified structural framework that integrates classical spectral techniques, time–frequency representations, and supervised learning within a coherent monitoring architecture. Rather than providing a systematic survey, the study adopts a conceptual perspective to explicitly describe the analytical linkage between signal transformation, feature construction, and statistical inference. The discussion begins with Fourier-based descriptors and power spectral density formulations, and extends to short-time Fourier transform and continuous wavelet transform frameworks, highlighting their resolution characteristics for non-stationary signals. These representations are then connected to feature-space construction and learning-based decision models through an explicit mapping between physical signal properties and statistical inference mechanisms. An illustrative synthetic analysis is included to demonstrate how representation fidelity influences feature-space structure and downstream classification behaviour under transient conditions. These results are intended to provide conceptual insight rather than generalizable performance claims. Applications across multiple engineering domains are discussed to highlight the generality of the proposed framework. Finally, key research challenges, including dynamic operating regimes, data imbalance, interpretability, and computational constraints, are outlined. The proposed framework emphasises the complementary roles of transform-based representation and learning-based inference, providing a structured foundation for scalable and interpretable condition monitoring systems. Full article
(This article belongs to the Section Circuit and Signal Processing)
26 pages, 1305 KB  
Article
Continuous-Variable Quantum Fourier Layer: Applications to Filtering and PDE Solving
by Paolo Marcandelli, Stefano Mariani, Martina Siena and Stefano Markidis
Algorithms 2026, 19(5), 370; https://doi.org/10.3390/a19050370 - 8 May 2026
Viewed by 326
Abstract
Fourier representations play a central role in operator learning for partial differential equations and are increasingly being explored in quantum machine learning architectures. The classical fast Fourier transform (FFT), particularly in its Cooley–Tukey decomposition, exhibits a structure that naturally matches continuous-variable quantum circuits. [...] Read more.
Fourier representations play a central role in operator learning for partial differential equations and are increasingly being explored in quantum machine learning architectures. The classical fast Fourier transform (FFT), particularly in its Cooley–Tukey decomposition, exhibits a structure that naturally matches continuous-variable quantum circuits. This correspondence establishes a direct structural isomorphism between the Cooley–Tukey butterfly network and Gaussian photonic gates, enabling the FFT to be realized as a native optical computation in continuous-variable quantum computing. Building on this observation, we introduce a continuous-variable Quantum Fourier Layer (CV–QFL) based on a bipartite Gaussian encoding and a Cooley–Tukey quantum Fourier transform, enabling exact two-dimensional spectral processing within a Gaussian photonic circuit. We test the CV–QFL on two representative tasks: spectral low-pass filtering and Fourier-domain integration of the heat equation. In both cases, the results match the classical reference to machine precision. More broadly, this work lays the foundation for continuous-variable approaches to quantum scientific computing and for the development of native spectral architectures in quantum machine learning. Full article
(This article belongs to the Section Analysis of Algorithms and Complexity Theory)
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11 pages, 3347 KB  
Article
Rational Confinement of NiMo6 Polyoxometalates in a Single-Walled Carbon Nanotube: A High-Filling-Ratio Strategy for Enhanced Electrochemical Activity
by Kai Zhang, Zeling Yang, Chengxu Zhou, Xinwang Cao and Xiyuan Feng
Micromachines 2026, 17(5), 583; https://doi.org/10.3390/mi17050583 - 7 May 2026
Viewed by 268
Abstract
This study successfully developed an efficient one-dimensional confinement strategy to encapsulate polyoxometalate NiMo6 clusters densely and uniformly within the cavities of a single-walled carbon nanotube (SWCNT), constructing a unique core–shell NiMo6@SWCNT composite electrocatalyst. Comprehensive characterization including high-resolution transmission electron microscopy [...] Read more.
This study successfully developed an efficient one-dimensional confinement strategy to encapsulate polyoxometalate NiMo6 clusters densely and uniformly within the cavities of a single-walled carbon nanotube (SWCNT), constructing a unique core–shell NiMo6@SWCNT composite electrocatalyst. Comprehensive characterization including high-resolution transmission electron microscopy (HRTEM), energy-dispersive X-ray spectroscopy (EDS), X-ray diffraction (XRD), X-ray photoelectron spectroscopy (XPS), Raman spectroscopy, Fourier transform infrared spectroscopy (FTIR), and ultraviolet-visible absorption spectroscopy (UV-Vis) systematically confirmed the uniform dispersion and structural integrity of NiMo6 within the SWCNT channels. Key evidence encompasses: (1) EDS elemental mapping revealing high co-localization of Ni/Mo signals inside the lumens; (2) transmission electron microscopy (TEM) images confirming the effectiveness of the filling process. The composite achieved an exceptionally low overpotential of 308 mV to drive a current density of 10 mA cm−2 (significantly outperforming pure NiMo6 at 365 mV and pristine SWCNT at 519 mV), exhibited a remarkably low Tafel slope of 96.64 mV dec−1, possessed a high electrochemical active surface area (10.75 mF cm−2), and very low charge transfer resistance. Critically, it showed negligible current density decay during prolonged chronoamperometric operation over 35,000 s (>9.7 h). This work not only validates the confined encapsulation as a viable strategy for fabricating highly active polyoxometalate/carbon composites, but also elucidates that the performance enhancement stems from a “triple synergy”: the intrinsic catalytic activity of NiMo6, the highly conductive/mass-transport network provided by SWCNT, and the synergistic effects arising from the confined interface—namely stress regulation and electronic coupling. This insight provides a novel perspective for designing high-performance non-precious metal electrocatalysts. Full article
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Article
Preliminary Descriptive Characterization Reveals Physicochemical Differentiation of Tissue Mucus in Crassostrea gigas
by Shiyu Cui, Xiutong Wang, Na Liu and Xixi Wang
Materials 2026, 19(10), 1912; https://doi.org/10.3390/ma19101912 - 7 May 2026
Viewed by 229
Abstract
Marine biomucus, a complex biomolecular gel, plays a pivotal role in defense against biofouling, mitigation of environmental stress, and regulation of biomineralization. This study conducts a comparative analysis of the physicochemical properties of mucus secreted by three distinct tissues—labial palps, mantle, and gills—of [...] Read more.
Marine biomucus, a complex biomolecular gel, plays a pivotal role in defense against biofouling, mitigation of environmental stress, and regulation of biomineralization. This study conducts a comparative analysis of the physicochemical properties of mucus secreted by three distinct tissues—labial palps, mantle, and gills—of the Pacific oyster (Crassostrea gigas), alongside their freeze-dried counterparts. By integrating amino acid profiling, scanning electron microscopy (SEM), and Fourier-transform infrared spectroscopy (FTIR), we explored potential correlations between chemical composition, microstructure, and hypothesized macroscopic functional properties. Our findings inspire distinct tissue-specific structural characteristics that suggest potential structure–function relationships: The structure of labial palps mucus leads to the hypothesis that it may act as a viscous barrier-like property; mantle mucus shows features that could potentially support the formation of continuous films by a dense hydrogen-bond network; and gill mucus exhibits a porous three-dimensional network that potentially facilitates the process of respiratory and feeding. This work not only explores the material basis and potential structure–function relationships of C. gigas mucus as a natural biopolymer but also provides a potential theoretical framework for the design of novel marine-inspired biomimetic materials. Full article
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