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Keywords = charge-transfer complex

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25 pages, 1456 KB  
Article
Thermodynamic Behavior of Onboard Hydrogen Storage Cylinders Under Real-Gas Conditions Using an Equivalent Thermal Conductivity Method for Multi-Layered Structures
by Heng Xu, Jia-Wen Liu, Xue-Li Li, Jia-Han Guo, Shu-Wei Chen, Yi-Ming Dai, Ji-Chao Li and Ji-Qiang Li
Fire 2026, 9(6), 214; https://doi.org/10.3390/fire9060214 - 22 May 2026
Abstract
The thermodynamic prediction of the fast refueling process for vehicular hydrogen storage cylinders faces the complex problem of modeling multi-layer composite walls. Drawing on the series thermal resistance principle, this paper introduces an equivalent thermal conductivity approach, simplifying the multi-layer structure into homogeneous [...] Read more.
The thermodynamic prediction of the fast refueling process for vehicular hydrogen storage cylinders faces the complex problem of modeling multi-layer composite walls. Drawing on the series thermal resistance principle, this paper introduces an equivalent thermal conductivity approach, simplifying the multi-layer structure into homogeneous material. Combined with the real-gas-state equation, a coupled thermodynamic framework combining zero-dimensional gas dynamics and one-dimensional cylinder wall heat transfer is developed. The comparison and verification with the 70 MPa fast charging experimental data have demonstrated that the proposed model exhibits sufficient accuracy and robustness for the problem. By comparing the temperature rise changes of different volume type-III gas cylinders, it was found that the surface area-to-volume ratio (A/V) was the primary geometric factor—the key geometric parameter that governs the temperature rise behavior. Larger volume gas cylinders exhibit more significant temperature rise due to their lower heat dissipation efficiency. A further comparison of the thermal response characteristics between Type-III and Type-IV cylinders demonstrates that the equivalent thermal conductivity is the dominant parameter determining the temperature rise behavior: The lower this coefficient, the stronger the limitation on the cylinder’s heat dissipation capacity, and the more pronounced the temperature rise. The proposed method not only ensures accuracy but also reduces the complexity of the modeling process, providing an efficient theoretical tool for optimizing the refueling strategy and conducting thermal safety assessment of vehicular hydrogen storage systems. Full article
(This article belongs to the Special Issue Clean Combustion and New Energy)
22 pages, 12718 KB  
Article
Machine Learning-Assisted Dual-pH Electrochemical Sensor for Rapid Detection of Quercetin, Rutin and Glucose in Litchi Fruit
by Lihua Jiang, Miaoyang Chen, Jun Zhu, Gang Chen, Shaohua Huang and Haitao Xu
Chemosensors 2026, 14(6), 122; https://doi.org/10.3390/chemosensors14060122 - 22 May 2026
Abstract
Electrochemical sensing provides an alternative approach for the trace detection of bioactive substances in fruits. However, the complex matrix in fruit tissues, the coexistence of multiple active components, and the varied pH environments limit the sensing performance and accurate quantitative detection of conventional [...] Read more.
Electrochemical sensing provides an alternative approach for the trace detection of bioactive substances in fruits. However, the complex matrix in fruit tissues, the coexistence of multiple active components, and the varied pH environments limit the sensing performance and accurate quantitative detection of conventional electrochemical sensors. Herein, a dual-mode electrochemical sensor based on a Co3O4@N-MWCNTs modified glassy carbon electrode was developed for the sequential detection of quercetin, rutin, and glucose in fruits under acidic and alkaline conditions. The as-prepared electrode exhibited improved charge transfer efficiency and favorable electrocatalytic activity toward the three target analytes. Under optimal conditions, the sensor displayed wide linear ranges of 0.5~70 μM for quercetin and 0.5~5 μM for rutin in acidic environment, with low detection limits of 0.124 μM and 0.045 μM, respectively. In alkaline environment, the detection limit for glucose was determined to be 8.86 μM. Moreover, four combined machine learning models with feature selection algorithms were established, among which the CARS-RFE+RFR model achieved the best prediction accuracy and robustness for multicomponent quantification. Furthermore, the proposed sensing system was applied to the rapid determination of quercetin, rutin, and glucose in real litchi samples, with recoveries ranging from 98.4% to 105.4%. This study provides a feasible electrochemical strategy for multicomponent detection in complex plant matrices, showing good applicability for rapid on-site analysis in agricultural and food-related applications. Full article
(This article belongs to the Special Issue Application of Chemical Sensors in Smart Agriculture)
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19 pages, 2594 KB  
Article
Turning Colombian Banana Waste into a Lignocellulosic Carbocatalyst: A Green Photocatalytic Route for Mercury Remediation
by Hasleidy Úsuga-Guerra, Milton Rojas, John Rojas, Lis Manrique-Losada, Daniel Ávila-Torres, Ricardo A. Torres-Palma and Yenny P. Ávila-Torres
Inorganics 2026, 14(5), 141; https://doi.org/10.3390/inorganics14050141 - 21 May 2026
Viewed by 119
Abstract
Mercury pollution from artisanal and small-scale gold mining remains one of the most persistent environmental threats due to the high toxicity, mobility, and bioaccumulation of Hg(II). In this work, Colombian banana pseudostem waste is valorized into a lignocellulosic carbocatalyst through pyrolysis at 500 [...] Read more.
Mercury pollution from artisanal and small-scale gold mining remains one of the most persistent environmental threats due to the high toxicity, mobility, and bioaccumulation of Hg(II). In this work, Colombian banana pseudostem waste is valorized into a lignocellulosic carbocatalyst through pyrolysis at 500 °C followed by MnCO3-derived MnOx functionalization, producing a sustainable material for Hg(II) remediation. The transformation of the biomass leads from a fibrous structure (~25 µm) to a pyrolyzed carbon matrix (9.56 µm), and finally to a heterogeneous Mn-modified system with bimodal particle distribution (~25 µm and ~0.85 µm), the latter being associated with highly dispersed MnOx redox-active domains. Structural and textural analyses reveal that Mn incorporation significantly enhances surface properties, increasing the BET surface area from 140.8 to 213 m2 g−1 while reducing pore size to the meso–microporous range (~1.9 nm). Importantly, the material retains intrinsic minerals such as Ca, Mg, K, and Si, which contribute to surface basicity and ion-exchange capacity, supporting additional Hg(II) interaction pathways. Optical and electronic characterization shows a wide band gap semiconductor behavior (≈3.4 eV) and a conduction band position at −0.892 V vs. NHE, sufficiently negative to thermodynamically drive Hg2+ reduction to Hg0 under UV-A irradiation. Hg(II) quantification was validated using a UV–Vis method based on the Hg2+–dipicolinic acid (DPA) complex, confirming stable complex formation with 1:2 stoichiometry (Hg2+:DPA) and high analytical reliability (R2 = 0.948, LOD = 1.85 mg L−1). Photocatalytic experiments demonstrated negligible Hg(II) reduction under UV-A light in the absence of catalyst, whereas the carbon-based materials enabled significant Hg transformation through adsorption-assisted photoinduced electron transfer. Electrochemical analyses (Rct ≈ 11 Ω) confirmed efficient charge transport, while cyclic voltammetry evidenced reversible Mn(IV)/Mn(III)/Mn(II) redox cycling, which sustains electron mediation during photocatalysis. Overall, pristine biochar acts primarily through adsorption driven by oxygenated functional groups and porous structure, whereas Mn-functionalized biochar operates via a synergistic adsorption–photocatalytic mechanism. In this system, MnOx species function as redox-active centers that facilitate electron transfer from the carbon matrix to Hg(II), while the conductive lignocellulosic-derived framework enhances charge mobility. The combination of structural carbon stability, dispersed Mn active sites, and inherent mineral functionality establishes a highly efficient and sustainable carbocatalyst, demonstrating a green and scalable approach for mercury remediation in mining-impacted regions. Full article
(This article belongs to the Special Issue Inorganic Photocatalysts for Environmental Applications)
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19 pages, 3140 KB  
Article
Probing Flavonoid-Metal and Membrane Interactions by UV-Vis Spectroscopy: Structural Insights into Bioactivity and Bioavailability
by Shuangmei Gong and Xiulong Ou
Membranes 2026, 16(5), 179; https://doi.org/10.3390/membranes16050179 - 20 May 2026
Viewed by 154
Abstract
This study used UV-Vis absorption spectroscopy to investigate the interactions of flavonoids—baicalein (with ortho-dihydroxyl on the A-ring) and apigenin (with 4′-monohydroxyl on the B-ring)—with metal ions (Co2+, Ce4+) and membrane–mimetic systems (CTAB/SDS micelles, liposomes, vesicles). It revealed how flavonoid [...] Read more.
This study used UV-Vis absorption spectroscopy to investigate the interactions of flavonoids—baicalein (with ortho-dihydroxyl on the A-ring) and apigenin (with 4′-monohydroxyl on the B-ring)—with metal ions (Co2+, Ce4+) and membrane–mimetic systems (CTAB/SDS micelles, liposomes, vesicles). It revealed how flavonoid spectral properties related to molecular structure and microenvironment. Key findings were as follows: pH affected absorption spectra by altering phenolic hydroxyl protonation. Metal chelation depended on hydroxyl position: baicalein’s A-ring ortho-dihydroxyl formed a stable charge-transfer complex with Cu2+. In acidic medium, apigenin reduced Ce(IV) more effectively than baicalein, which contradicted the classic antioxidant role of ortho-dihydroxyl groups. This showed that reaction microenvironments could change hydroxyl reactivity and electron transfer paths. Membrane–mimetic systems (liposomes/vesicles) raised apparent pKa, enhanced solubility and stability. The study first quantified distinct ΔpKa values for different flavonoids (e.g., quercetin vs. baicalein), which were linked to intramolecular H-bonding and membrane preference. Quercetin’s B-ring ortho-dihydroxyl enabled the formation of hydrophobic interfacial anions in nanocarriers under alkaline pH, ensuring high stability. Kaempferol showed sustained leakage. These findings provided a basis for structure-guided flavonoid carrier design, bioavailability, and antioxidant delivery. By integrating reaction microenvironment, membrane interface effects, and carrier stability, this work clarified flavonoid bioactivity mechanisms and supported targeted delivery strategies. Full article
(This article belongs to the Section Biological Membranes)
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17 pages, 4634 KB  
Article
Effect of CNTs and GO Additives on Mechanical and Electrochemical Properties of Cement Structural Supercapacitors
by Yumin Zhang, Wenhao Zhao, Zizhu Fang, Senlin Li, Ye Wu, Kewei Sun, Longhai Feng, Zhicheng Yu, Jin Wang and Hao Yang
Materials 2026, 19(10), 2116; https://doi.org/10.3390/ma19102116 - 18 May 2026
Viewed by 188
Abstract
This study presents a hierarchical conductive-network strategy to overcome the performance trade-off in cement structural supercapacitors (CSSCs). By incorporating one-dimensional carbon nanotubes (CNTs) and two-dimensional graphene oxide (GO) into Portland cement, we simultaneously enhance its electrochemical and mechanical properties. The approach exploits the [...] Read more.
This study presents a hierarchical conductive-network strategy to overcome the performance trade-off in cement structural supercapacitors (CSSCs). By incorporating one-dimensional carbon nanotubes (CNTs) and two-dimensional graphene oxide (GO) into Portland cement, we simultaneously enhance its electrochemical and mechanical properties. The approach exploits the complementary roles of the two nanomaterials: CNTs establish a three-dimensional percolation network that facilitates electron transport, while GO promotes formation of a denser calcium silicate hydrate (C-S-H) gel and refines the pore structure by complexing with calcium ions, thereby improving ionic pathways. The k12gc sample attains a specific capacitance of 66.8 F g−1 at 0.1 mA cm−2, a 58.4% rise in conductivity and a 63% reduction in charge-transfer resistance. At the same time, the composite reduces harmful macropores by 27.9% and strengthens the material, with compressive and flexural strengths increasing by 4.8% and 8.3%, respectively. This work establishes a rational design principle based on functional division between CNTs and GO for developing high-performance, multifunctional CSSCs. Full article
(This article belongs to the Section Energy Materials)
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13 pages, 4462 KB  
Article
Photothermal Performance of Metal–Phenolic Networks and Its pH-Dependent Coordination Regulation
by Yuan Zou, Cheng Chang, Yuchen Xiu, Jingyan Liu, Fulin Yang, Can Liu, Yunwu Zheng, Xu Lin and Defa Hou
Molecules 2026, 31(10), 1668; https://doi.org/10.3390/molecules31101668 - 15 May 2026
Viewed by 258
Abstract
Fe3+–polyphenol coordination complexes have attracted growing interest for photothermal applications due to their tunable chemistry and good biocompatibility. However, how pH and the metal-to-ligand ratio collectively affect their photothermal performance remains poorly understood. In this work, we synthesized Fe3+–gallic [...] Read more.
Fe3+–polyphenol coordination complexes have attracted growing interest for photothermal applications due to their tunable chemistry and good biocompatibility. However, how pH and the metal-to-ligand ratio collectively affect their photothermal performance remains poorly understood. In this work, we synthesized Fe3+–gallic acid (GA) metal–phenolic networks (MPNs) under a wide range of pH conditions and different mixing ratios. The materials were then characterized through electron microscopy, infrared spectroscopy, UV-vis absorption, and photothermal testing. Our results show that a near-neutral pH (around 7) is critical for forming an effective ligand-to-metal charge transfer complex, which appears as a distinct absorption band near 560 nm. Acidic or strongly alkaline environments severely disrupt coordination and weaken light absorption. Among all formulations, the sample prepared at pH 7 with a suitable Fe3+/GA ratio gave the best photothermal conversion, reaching a temperature rise of 42.8 °C and a photothermal conversion efficiency of 32.67%. We also found that photothermal heating increases steadily with GA concentration and peaks sharply at neutral pH. These findings demonstrate that optimal photothermal efficiency requires both neutral pH and a well-balanced metal-to-ligand ratio. This work provides a simple and practical set of conditions for developing high-performance Fe3+-GA MPNs for applications such as local heating, antibacterial surfaces, and light-triggered drug release. Full article
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26 pages, 2824 KB  
Article
Interrelated Roles of Chloride and Bicarbonate in Regulating Electron Transport Across Photosystem II in Limnospira maxima
by Leslie Castillo, Nicole Seliga, Nidhi Patel, Grant Steiner, Gustavo Chavez, Alexis Diaz and Colin Gates
Plants 2026, 15(10), 1490; https://doi.org/10.3390/plants15101490 - 13 May 2026
Viewed by 279
Abstract
Efficient charge separation and electron transfer in Photosystem II (PSII) depend on small inorganic cofactors that maintain redox balance and catalytic stability. Chloride facilitates water-oxidizing-complex turnover and minimizes charge recombination. Bicarbonate, coordinated to the non-heme iron, facilitates electron transfer between the plastoquinones Q [...] Read more.
Efficient charge separation and electron transfer in Photosystem II (PSII) depend on small inorganic cofactors that maintain redox balance and catalytic stability. Chloride facilitates water-oxidizing-complex turnover and minimizes charge recombination. Bicarbonate, coordinated to the non-heme iron, facilitates electron transfer between the plastoquinones QA and QB. This work investigates cooperativity between these cofactors across PSII in the hypercarbonate-requiring cyanobacterium Limnospira maxima. Bromide-for-chloride substitution induces a distinct kinetic limitation at the water oxidizing complex. While bicarbonate depletion inhibits electron transfer at the acceptor side, bromide-substituted cells maintain a measurable level of electron flow through the intersystem chain. The presence of bromide induces structural changes that allow partial electron transfer to continue even in the absence of the bicarbonate cofactor, which is not observed in the chloride system. However, this dual anion stress results in irreversible functional impairment in some centers, whereas full recovery of activity is observed with native chloride. When the donor side is restricted by bromide, the loss of bicarbonate, which is thought to function as a proton buffer for the donor side, compromises the overall stability of the reaction center. This leads to a permanent decrease in activity of the electron transfer chain, suggesting an interdependence between the roles of chloride and bicarbonate that is essential for protecting PSII during ionic stress. Full article
(This article belongs to the Special Issue Algal Responses to Abiotic and Biotic Environmental Factors)
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16 pages, 2462 KB  
Article
Room Temperature Ferromagnetism Engineered in Two-Dimensional Metallic Magnets via Metal–Insulator–Semiconductor Structures
by Yiting Mo, Yijun Huang, Haotian Xu, Shijing Wang, Liang Hu and Lingwei Li
Nanomaterials 2026, 16(10), 596; https://doi.org/10.3390/nano16100596 - 13 May 2026
Viewed by 302
Abstract
The development of novel information-functional devices based on emergent physical phenomena is crucial for integrated circuit technology in the post-Moore era. Two-dimensional magnetic materials present an ideal platform for spintronic devices; however, regulating their room temperature magnetism poses significant challenges. Traditional methods like [...] Read more.
The development of novel information-functional devices based on emergent physical phenomena is crucial for integrated circuit technology in the post-Moore era. Two-dimensional magnetic materials present an ideal platform for spintronic devices; however, regulating their room temperature magnetism poses significant challenges. Traditional methods like ionic liquid gating and strain control face issues such as poor stability and complex processes, complicating compatibility with standard silicon technology. Here, we demonstrate a straightforward and robust approach for dielectric layer-engineered room temperature ferromagnetism in 2D metallic magnets by leveraging metal–insulator–semiconductor (MIS) structures. Using surface-oxidized Fe3GeTe2 as a model system, we systematically investigate how SiOx dielectric layer thickness (50–300 nm) modulates magnetic properties. Thin dielectric layers significantly enhance room temperature ferromagnetism through boosted interfacial charge transfer, whereas thick layers maintain the material near its intrinsic state due to dielectric screening effects. Furthermore, reversible optical modulation of magnetism is achieved under ultraviolet illumination, with photoresponse capability diminishing as dielectric thickness increases. This work establishes a scalable, silicon-compatible strategy for controlling 2D magnetism and provides critical insights for developing optically tunable spintronic devices and non-volatile memory applications. Full article
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20 pages, 6051 KB  
Article
A Hybrid Dual-Frequency IPT Topology for Stable CC/CV Charging with Enhanced Misalignment Tolerance
by Zhiliang Yang, Yafei Chen, Junchen Xie and Dong-Hee Kim
Electronics 2026, 15(10), 2065; https://doi.org/10.3390/electronics15102065 - 12 May 2026
Viewed by 165
Abstract
Inductive power transfer (IPT) systems commonly rely on complex control schemes or hybrid compensation networks with bulky ferrite-core inductors to realize constant-current/constant-voltage (CC/CV) charging and misalignment tolerance, which degrades system integration and power density. This paper proposes a hybrid dual-frequency IPT topology using [...] Read more.
Inductive power transfer (IPT) systems commonly rely on complex control schemes or hybrid compensation networks with bulky ferrite-core inductors to realize constant-current/constant-voltage (CC/CV) charging and misalignment tolerance, which degrades system integration and power density. This paper proposes a hybrid dual-frequency IPT topology using a fully capacitive compensation structure, eliminating the need for large inductors. The proposed topology is composed of S–S and S–LCC compensation networks, which are switched by a Single-Pole Double-Throw (SPDT) relay switch for CC/CV mode transition. Two inherent zero phase angle (ZPA) operating frequencies are generated for CC and CV modes, enabling mode transition through simple frequency switching and SPDT relay switch-based topology switching without additional DC–DC stages or complex control. A unified parameter design and a unipolar duty cycle (UDC) control strategy are developed to allow fixed-parameter operation with enhanced tolerance to coupling variation. Experimental results validate stable ZPA operation in both modes. A 3.7 kW prototype achieves a peak efficiency of 96.07%. Full article
(This article belongs to the Special Issue Advances in Wireless Power Transfer)
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23 pages, 2449 KB  
Article
Computational Discovery of Dual-Target LDHA/BRD4 Inhibitors Targeting the Lactate–Kla–B7-H3 Immunosuppressive Axis Through AI-Driven Virtual Screening
by Ruiqi Zhao, Mengyao Han, Bei Zhang, Mengqing Ma, Xiaozhou Zhou and Jialing Sun
Pharmaceuticals 2026, 19(5), 736; https://doi.org/10.3390/ph19050736 - 7 May 2026
Viewed by 387
Abstract
Background/Objectives: Immune evasion remains a critical barrier to effective hepatocellular carcinoma (HCC) therapy. Lactate dehydrogenase A (LDHA) drives lactate accumulation and histone lysine lactylation (Kla), reshaping the immunosuppressive microenvironment, while bromodomain-containing protein 4 (BRD4) sustains B7-H3 transcription via super-enhancer occupancy. Despite their synergistic [...] Read more.
Background/Objectives: Immune evasion remains a critical barrier to effective hepatocellular carcinoma (HCC) therapy. Lactate dehydrogenase A (LDHA) drives lactate accumulation and histone lysine lactylation (Kla), reshaping the immunosuppressive microenvironment, while bromodomain-containing protein 4 (BRD4) sustains B7-H3 transcription via super-enhancer occupancy. Despite their synergistic roles in the lactate–Kla–B7-H3 immunosuppressive axis, no dual-target inhibitor simultaneously engaging both proteins has been reported. This study aimed to discover dual LDHA/BRD4 inhibitors from natural product libraries using an integrated AI-driven computational pipeline. Methods: We established a multi-tier virtual screening cascade comprising Lipinski/QED drug-likeness filtration, DiffDock-based AI docking, QuickVina binding energy validation, PLIP interaction profiling, 200 ns all-atom molecular dynamics simulations, MM-GBSA binding free energy calculations, and density functional theory analysis. Natural product libraries from COCONUT and CMNPD databases (84,730 compounds post-filtration) were screened against both targets. Results: High-throughput DiffDock screening identified 11 dual-target hits, from which CNP0038114.1 and CMNPD16582 emerged as prioritized lead candidates. All four protein–ligand complexes maintained structural stability throughout MD simulations, with MM-GBSA binding free energies ranging from −27.24 to −32.45 kcal/mol, predominantly driven by van der Waals interactions. DFT calculations revealed distinct electronic profiles: CNP0038114.1 exhibited a narrow HOMO–LUMO gap (2.718 eV) favoring charge-transfer reactivity, whereas CMNPD16582 displayed a larger gap (4.822 eV), suggesting superior chemical stability. Conclusions: This computational study furnishes two novel natural product leads for targeting the lactate–Kla–B7-H3 immunosuppressive axis in HCC, establishing a generalizable AI-driven workflow for dual-target inhibitor discovery. Full article
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19 pages, 2757 KB  
Article
Experimental and DFT Investigation of a Vitamin B6-Derived Fluorescent Probe for Detection of Al3+ and Ga3+ Ions in a Buffered Aqueous DMSO Solution
by Maksim N. Zavalishin, Artemiy A. Guschin and George A. Gamov
Sensors 2026, 26(9), 2816; https://doi.org/10.3390/s26092816 - 30 Apr 2026
Viewed by 645
Abstract
A new selective fluorescent probe based on a vitamin B6 derived hydrazone was synthesized and characterized for the detection of Al3+ and Ga3+ ions. The probe’s selectivity and sensitivity were evaluated using UV-Vis, fluorescence, and NMR spectroscopy in a buffered [...] Read more.
A new selective fluorescent probe based on a vitamin B6 derived hydrazone was synthesized and characterized for the detection of Al3+ and Ga3+ ions. The probe’s selectivity and sensitivity were evaluated using UV-Vis, fluorescence, and NMR spectroscopy in a buffered DMSO/water solution, complemented by density functional theory (DFT) calculations to elucidate the electronic structure and coordination modes of the resulting complexes. The probe exhibited a notable “turn-on” fluorescence response upon binding Al3+ and Ga3+, with emission maxima at 466 nm and 477 nm, respectively, and detection limits as low as 48 nM for Al3+ and 33 nM for Ga3+. The probe showed high selectivity for these ions over a wide range of competing cations and anions, forming stable 1:1 complexes with log β′ values of 5.98 for Al3+ and 6.28 for Ga3+. DFT calculations revealed a tridentate coordination mode via the phenolic oxygen, azomethine nitrogen, and carbonyl oxygen, with distinct electronic transitions for each complex, including a ligand-to-metal charge transfer character in the Ga3+ complex. The probe demonstrates reversibility and excellent solution stability, offering a simple and sensitive platform for the environmental and biological monitoring of aluminum(III) and gallium(III) ions. Full article
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26 pages, 6466 KB  
Article
Integrating KPFM Characterisation, COMSOL Multiphysics Simulation and Physics-Informed cVAE for Multi-Polymer Triboelectric Nanogenerator Optimisation
by T. Pavan Rahul and P. S. Rama Sreekanth
Materials 2026, 19(9), 1790; https://doi.org/10.3390/ma19091790 - 28 Apr 2026
Viewed by 247
Abstract
Triboelectric nanogenerators (TENGs) offer a promising route for self-powered microscale energy harvesting, yet their design optimisation remains empirically challenging due to the complex interplay of material surface physics, device geometry and operating mode. In this work, we present an integrated framework that combines [...] Read more.
Triboelectric nanogenerators (TENGs) offer a promising route for self-powered microscale energy harvesting, yet their design optimisation remains empirically challenging due to the complex interplay of material surface physics, device geometry and operating mode. In this work, we present an integrated framework that combines atomic force microscopy (AFM) characterisation, COMSOL Multiphysics 6.0 finite element simulation and physics-informed conditional variational autoencoder (cVAE) to predict and optimise TENG output performance. Four polymer dielectric materials, HDPE, LDPE, TPU, and PMMA, were characterised via Kelvin Probe Force microscopy (KPFM) for work function, surface potential and surface roughness. Surface charge density was calculated from measured KPFM potential using the parallel plate capacitor model and used as a boundary condition in COMSOL Multiphysics simulations for contact-separation and lateral sliding TENG mode for dielectric film thicknesses of 50 µm and 100 µm. The simulated open circuit voltage (Voc) and short circuit charge (Qsc) across gap distances up to 150 mm formed the training dataset for a cVAE model with eight physicochemical condition features. The trained model demonstrated strong reconstruction accuracy (R2 ≥ 0.94) and enables generative prediction across unseen design spaces. Results reveal that the LDPE/TPU pair at 50 µm thickness consistently achieves the highest electric outputs in both modes, and the sliding mode yields 25–30% higher voltages than the contact separation mode across all material pairs. This study provides a transferable data-efficient methodology for accelerating TENG material and geometry optimisation. Full article
(This article belongs to the Section Materials Physics)
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18 pages, 5095 KB  
Article
Numerical Simulation on the Evaluation of Charging–Storage–Discharging Thermodynamic Process and Long-Term Operation Performance of Compressed Air Energy Storage Rock Cavern
by Shengjie Di, Zizhuo Tao, Dongning Huang, Hui Cheng, Ying Zhang and Yu Zhang
Energies 2026, 19(9), 2120; https://doi.org/10.3390/en19092120 - 28 Apr 2026
Viewed by 401
Abstract
Periodic charging–storage–discharging induces cyclic variations in temperature and pressure inside the rock cavern, forming a complex thermo-hydro-mechanical (THM) coupling problem that impacts the structural stability and energy storage efficiency of the cavern. In this study, a thermodynamic model of CAES rock caverns incorporating [...] Read more.
Periodic charging–storage–discharging induces cyclic variations in temperature and pressure inside the rock cavern, forming a complex thermo-hydro-mechanical (THM) coupling problem that impacts the structural stability and energy storage efficiency of the cavern. In this study, a thermodynamic model of CAES rock caverns incorporating heat exchange and air leakage was established, enabling accurate characterization of temperature and pressure variations in the cavern during charging–storage–discharging. Based on this, the influences of heat transfer coefficient and charging temperature on the thermodynamic process were discussed. The primary reason for the pressure and heat losses during the high-pressure storage stage was analyzed. Finally, a long-term performance simulation of a CAES cavern over a 365-day operation period was conducted. Results indicated that: (1) Temperature, pressure, and air leakage rate all presented a trend of “up-down-down-up”, synchronized with the four operation stages of charging, high-pressure storage, discharging, and low-pressure storage; (2) during high-pressure storage, continuous heat exchange between compressed air and the cavern wall causes a reduction in pressure and temperature. The magnitude of this reduction decreases with increasing heat transfer coefficient but increases with rising charging temperature; (3) after 365 days of operation, the air leakage rate decreased from 10−2 magnitude to 10−3, with increased pore pressure in the surrounding rock reducing the pressure gradient, thereby impeding air leakage from the cavern under the assumption of constant permeability. Full article
(This article belongs to the Section D: Energy Storage and Application)
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13 pages, 2304 KB  
Article
The Development of an Electrochemical Sensor Based on Silver Nanoparticle/Hexagonal Boron Nitride Nanocomposites for the Detection of Acebutolol in Treating Cardiovascular Complications
by Abdulmohsen K. D. Alsukaibi, Tse-Wei Chen, Shen-Ming Chen, Mohd Wajid A. Khan, Subuhi Sherwani, Mohammad Shahid Ali, Ahmed Al Otaibi, Faheem Ahmed and Zoheb Karim
Catalysts 2026, 16(5), 388; https://doi.org/10.3390/catal16050388 - 28 Apr 2026
Viewed by 368
Abstract
The quantitative analysis of cardio selective beta-blockers, such as the antihypertensive and antiarrhythmic medication acebutolol (ABT), is critical for biomedical and environmental monitoring. This study describes the development of a high-performance electrochemical sensing platform for ABT based on a screen-printed carbon electrode (SPCE) [...] Read more.
The quantitative analysis of cardio selective beta-blockers, such as the antihypertensive and antiarrhythmic medication acebutolol (ABT), is critical for biomedical and environmental monitoring. This study describes the development of a high-performance electrochemical sensing platform for ABT based on a screen-printed carbon electrode (SPCE) modified with a silver nanoparticle/hexagonal boron nitride (Ag NPs/h-BN) nanocomposite. The morphological and structural properties of the synthesized materials were examined by using a microscopic and spectroscopic techniques. The Ag NPs/h-BN/SPCE demonstrated exceptional electrocatalytic activity toward ABT oxidation, characterized by a significant reduction in overpotential and a substantial enhancement in peak current relative to unmodified and mono-component electrodes. This superior performance is attributed to the synergistic integration of Ag NPs and h-BN, which provides a high density of active sites, an expanded electroactive surface area, and accelerated charge transfer kinetics. Under optimized experimental conditions, the sensor exhibited a broad linear dynamic range of 0.01–284 μM, a remarkably low limit of detection (LOD) of 0.0049 μM, and a high sensitivity of 0.873 µA µM−1 cm−2 for ABT detection. Furthermore, the platform displayed excellent selectivity in the presence of common interfering species and robust reproducibility (RSD of 4.8%). The practical utility of the Ag NPs/h-BN/SPCE was successfully validated through the precise quantification of ABT in complex biological and environmental matrices. This work provides a versatile strategy for the rational design of metal nanocatalysts confined within h-BN frameworks for the development of advanced electrochemical diagnostic tools. Full article
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12 pages, 6840 KB  
Article
Microscopic Insights into Impurity-Modulated Capture of Platinum-Group Metals by Bismuth in Copper Anode Slimes
by Dongji Liu, Hong Zeng, Fupeng Liu, Jing Cao, Huihui Xiong, Feixiong Chen, Tao Zhang and Jie Wang
Molecules 2026, 31(9), 1383; https://doi.org/10.3390/molecules31091383 - 22 Apr 2026
Viewed by 219
Abstract
The efficient recovery of platinum group metals (PGMs) from decoppered anode slimes is essential for sustainable resource management, yet the atomic-level mechanisms underlying their capture remain unclear. Herein, first-principles calculations were employed to elucidate the microscopic interactions by which bismuth acts as a [...] Read more.
The efficient recovery of platinum group metals (PGMs) from decoppered anode slimes is essential for sustainable resource management, yet the atomic-level mechanisms underlying their capture remain unclear. Herein, first-principles calculations were employed to elucidate the microscopic interactions by which bismuth acts as a trapping agent for PGMs (Ru, Ir, Pt, Rh, Os, Pd) and to determine the effects of four representative impurities (As, Sb, Pb, Si). The results demonstrate that pristine Bi(001) exhibits strong chemisorption toward all six PGMs, as proved by the large charge transfer, significant electron sharing and pronounced p-d orbital hybridization. Furthermore, these impurities spontaneously incorporate into the Bi(001) surface due to the large binding energy. Crucially, some impurities such as As and Si function as potent surface activators rather than detrimental contaminants. These dopants significantly enhance the PGM binding strength by inducing intense localized charge redistribution and establishing strong orbital hybridizations among the Bi-5d, PGM-d and p orbitals of dopants. Overall, this work provides a theoretical foundation for strategically utilizing the impurities to optimize the recovery of PGMs in complex smelting systems. Full article
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