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Search Results (16,941)

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Keywords = copper ore

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19 pages, 1409 KB  
Article
Room-Temperature Aqueous Synthesis of Copper Nanoparticles and Their In Situ Conversion to Copper Azides
by Chang Leng, Mingyu Li, Qingxuan Zeng, Pengfei Xue, Jie Ren, Zhenhao Shi, Yu Zhou and Zhongcai Li
Micromachines 2026, 17(7), 763; https://doi.org/10.3390/mi17070763 (registering DOI) - 23 Jun 2026
Abstract
Copper azides are promising energetic materials for miniaturized pyrotechnic devices and micro explosive trains owing to their short detonation growth distance and high initiation energy. However, controllable preparation of copper nanoparticle precursors and their in situ conversion to copper azides under mild conditions [...] Read more.
Copper azides are promising energetic materials for miniaturized pyrotechnic devices and micro explosive trains owing to their short detonation growth distance and high initiation energy. However, controllable preparation of copper nanoparticle precursors and their in situ conversion to copper azides under mild conditions remains challenging. In this study, copper nanoparticles were synthesized via a coordination-assisted aqueous reduction method at room temperature under air atmosphere using nitrilotriacetic acid disodium salt (NTA·H·2Na) as the complexing agent. The resulting nanoparticles were pressed into polyester rings to construct confined precursor structures, and copper azide micro-charges were prepared through in situ gas–solid reaction with HN3 gas generated from NaN3 and concentrated phosphoric acid at 60 °C. SEM characterization revealed that the morphological evolution of copper azides followed a three-stage pattern: “product island nucleation, branch/block coalescence growth, and continuous product layer formation and structural reconstruction”. Detonation velocity tests using the electrical probe method showed an average value of (5.10 ± 0.07) × 103 m/s. Flyer impact initiation tests demonstrated that, with a charge thickness of 1.00 mm, both a 30 μm polyimide flyer and a 40 μm titanium flyer could successfully initiate a HNS–IV explosive. The preparation methodology and performance characterization established in this work provide an experimental basis for the application of copper azides in micro-initiation systems. Full article
(This article belongs to the Special Issue Functional Materials and Microdevices, 2nd Edition)
32 pages, 5480 KB  
Article
Biological Activity of Copper(II) and Palladium(II) Complexes with a Tetradentate S,O-Donor Ligand
by Anita Sarić, Marina Mitrović, Ana Barjaktarević, Snežana Jovanović Stević, Biljana Petrović, Žiko Milanović, Dušan Lj. Tomović, Andriana M. Bukonjić, Djordje Petrović, Mirjana Jakovljević, Gordana P. Radić, Marina Jovanović, Irfan Ćorović, Nebojša Zdravković, Ivan Jovanović and Bojana Simović Marković
Int. J. Mol. Sci. 2026, 27(13), 5659; https://doi.org/10.3390/ijms27135659 (registering DOI) - 23 Jun 2026
Abstract
New copper(II) (C1) and palladium(II) (C2) complexes with S,O-tetradentate ligand (L) derived from thiosalicylic and thiopropionic acids were synthesized. In cell-based assays, (C1) exhibited the most pronounced activity within the tested compound series and was therefore advanced for mechanistic evaluation in 4T1 triple-negative [...] Read more.
New copper(II) (C1) and palladium(II) (C2) complexes with S,O-tetradentate ligand (L) derived from thiosalicylic and thiopropionic acids were synthesized. In cell-based assays, (C1) exhibited the most pronounced activity within the tested compound series and was therefore advanced for mechanistic evaluation in 4T1 triple-negative breast cancer cells. (C1) significantly reduced 4T1 cell viability by inducing early and late apoptosis, accompanied by mitochondrial membrane depolarization and enhanced cytochrome C release. Consistently, (C1) increased the Bax/Bcl-2 ratio, promoting a pro-apoptotic shift. In parallel, (C1) triggered autophagy, as evidenced by decreased p62 and LC3B levels, induced G0/G1 cell-cycle arrest, and suppressed proliferative signaling by downregulating Ki67, cyclin D, and phosphorylated AKT. The DNA-binding studies showed moderate to strong affinity, favoring minor groove binding, with higher affinity for (C1) than for (C2). Tryptophan fluorescence quenching indicated a strong interaction with BSA via a predominantly static mechanism, more pronounced for (C1). Molecular docking at the DNA and BSA binding sites corroborated experimental findings and suggested favorable interactions between the complexes and apoptosis-related proteins (CASP3, BAX, and BCL2). The integrated experimental and computational data identify (C1) as a biologically active compound with multimodal biological effects in vitro, supporting further structural optimization and mechanistic investigation. Full article
(This article belongs to the Special Issue Research on Metal-Based Drugs and Their Mechanisms of Action)
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12 pages, 241 KB  
Article
Level and Source of Copper Affects Gene Expression of Copper-Regulatory Proteins and Soluble and Mucosal Copper Concentrations in the Small Intestine of Weanling Pigs
by Robert Scott Fry, Melissa S. Ashwell, William L. Flowers, Kara R. Stewart, Karen E. Lloyd and Jerry W. Spears
Animals 2026, 16(13), 1940; https://doi.org/10.3390/ani16131940 (registering DOI) - 23 Jun 2026
Abstract
A study was conducted to determine the effects of the level and source of copper (Cu) on Cu concentrations and the mRNA expression of Cu regulatory proteins in the small intestine of pigs. Thirty weanling castrated male pigs, approximately 21 days of age, [...] Read more.
A study was conducted to determine the effects of the level and source of copper (Cu) on Cu concentrations and the mRNA expression of Cu regulatory proteins in the small intestine of pigs. Thirty weanling castrated male pigs, approximately 21 days of age, were stratified by weight and assigned to dietary treatments consisting of control (6.7 mg Cu/kg from feed ingredients; no supplemental Cu) or 225 mg supplemental Cu from either Cu sulfate (CuSO4) or tribasic Cu chloride (TBCC). Pigs were harvested on days 35 or 36. The soluble Cu and mucosal Cu concentrations in the duodenum, proximal jejunum, and ileum were higher (p < 0.001) in Cu-supplemented pigs versus controls. Duodenal soluble and mucosal Cu concentrations were higher in (p < 0.05) CuSO4 versus TBCC-supplemented pigs. However, proximal jejunum and ileum mucosal Cu were higher (p < 0.05) in TBCC versus CuSO4 pigs. The intestinal copper transporter 1 (CTR1) expression was lower (p < 0.05) in Cu-supplemented pigs compared to control pigs but was not affected by the intestinal section or treatment x section. The duodenal mRNA expression of metallothionein1a (MT1a) was greater (p < 0.05) in Cu-supplemented pigs and was greater in CuSO4 than TBCC-fed pigs. These data demonstrate that both the Cu level and source affect the Cu uptake and mRNA expression of Cu regulatory proteins throughout the small intestine of weanling pigs. Full article
(This article belongs to the Section Animal Nutrition)
28 pages, 10482 KB  
Review
Hydroperoxides: Plant Steroids and Triterpenoids as Promising Candidates for Anti-Dementia Therapy
by Valery M. Dembitsky and Alexander O. Terent’ev
Oxygen 2026, 6(3), 15; https://doi.org/10.3390/oxygen6030015 (registering DOI) - 23 Jun 2026
Abstract
Hydroperoxides (R–OOH, organic hydroperoxides) constitute a relatively small but structurally diverse class of natural metabolites occurring in higher plants, fungi, and marine organisms. Their formation is closely associated with oxidative processes involving redox-active metal ions, particularly iron and copper, which promote reactive oxygen [...] Read more.
Hydroperoxides (R–OOH, organic hydroperoxides) constitute a relatively small but structurally diverse class of natural metabolites occurring in higher plants, fungi, and marine organisms. Their formation is closely associated with oxidative processes involving redox-active metal ions, particularly iron and copper, which promote reactive oxygen species (ROS) generation and the oxidative transformation of steroids and triterpenoids. In the present study, approximately 1500 naturally occurring steroids and triterpenoids were screened using the PASS (Prediction of Activity Spectra for Substances) platform to identify compounds with potential relevance to neurodegenerative disorders. Among the analyzed compounds, only 17 hydroperoxide-containing steroids and triterpenoids exhibited notable predicted anti-dementia activity and were selected for detailed evaluation. The selected compounds displayed a broad spectrum of predicted biological activities, including antineoplastic, anti-inflammatory, antiulcerative, antithrombotic, hepatoprotective, and neuroprotective effects. Several hydroperoxide-containing triterpenoids demonstrated particularly high predicted anti-dementia activity, with a norlupane-type hydroperoxide exhibiting the highest probability of activity (Pa = 0.972). The biological significance of these compounds may be related to the unique redox properties of the hydroperoxide functionality, which can participate in both oxidative and adaptive signaling processes. Because hydroperoxides interact with transition metal ions and reactive oxygen species, they occupy a complex position at the interface between oxidative stress, cellular defense mechanisms, and neurodegeneration. The present analysis highlights hydroperoxide-containing steroids and triterpenoids as an underexplored class of natural products with potential relevance to dementia research. However, the reported activities are based primarily on computational predictions and should be interpreted as indicators of pharmacological potential rather than experimentally validated therapeutic effects. Further investigations involving blood–brain barrier permeability assessment, biochemical studies, cellular assays, animal models, and clinical evaluation will be required to determine the true therapeutic value of these compounds in neurodegenerative diseases. Full article
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5 pages, 1017 KB  
Proceeding Paper
Mechanical Tuning of a Passive Battery-Less Huygens’ Scatterer for Small Insect Pollinator Tracking
by Rachel F. Ball, Kenneth L. Ford and Stephen D. Henthorn
Eng. Proc. 2026, 127(1), 26; https://doi.org/10.3390/engproc2026127026 (registering DOI) - 23 Jun 2026
Abstract
Traditionally, harmonic RADAR has tracked insects using a non-linear diode tag, illuminated by an extremely high-power (up to 20 kW) radio signal. This work introduces a battery-less, semiconductor-free passively modulating tag that operates with low incident power and stands out against clutter. This [...] Read more.
Traditionally, harmonic RADAR has tracked insects using a non-linear diode tag, illuminated by an extremely high-power (up to 20 kW) radio signal. This work introduces a battery-less, semiconductor-free passively modulating tag that operates with low incident power and stands out against clutter. This metamaterial-inspired tag is unique, using an animal’s movement to vary its resonant frequency and modulating the backscattered signal for enhanced detection. This means that the tag does not require its own power source, while still allowing inference about the subject’s behaviour. It consists of two coupled elements; the resonant scattering frequency is defined by the angle between them. This tag can be manufactured easily since it consists solely of two substrates and copper tracks. At a 0° angle, the tag is modelled and measured with an RCS of −31 dBsm at 3.6 GHz (50 dB greater than a bee), and its frequency tunes from 3.75 to 3.95 GHz over the angle variation. Full article
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15 pages, 3555 KB  
Article
Engineering the Surface Chemistry of Quantum Dots for Selective and Affordable Heavy Metal Sensing in Water
by Nayeli Colón-Dávila and Sonia J. Bailón-Ruiz
Nanomanufacturing 2026, 6(3), 14; https://doi.org/10.3390/nanomanufacturing6030014 (registering DOI) - 23 Jun 2026
Abstract
Rapid detection of heavy metals is vital for monitoring surface water contamination and preventing environmental and health risks. Traditional detection methods for metals such as lead and copper often require sophisticated, costly instrumentation, limiting their use in routine analyses. To address this challenge, [...] Read more.
Rapid detection of heavy metals is vital for monitoring surface water contamination and preventing environmental and health risks. Traditional detection methods for metals such as lead and copper often require sophisticated, costly instrumentation, limiting their use in routine analyses. To address this challenge, we developed a cost-effective fluorescence-based approach using semiconductor quantum dots (QDs) as nanosensors for metal ion detection. The QDs were synthesized directly in aqueous medium through a reflux-assisted process employing cadmium precursors, selenium, thioglycolic acid (TGA), and branched polyethyleneimine (PEI, Mw ~25,000) as stabilizing agents. Structural analysis revealed nanoparticles with diameters below 5 nm, spherical morphology, and a zinc blende (face-centered cubic) crystalline structure. Optical characterization by UV–Vis, photoluminescence (PL), and FTIR spectroscopy confirmed effective surface functionalization and strong quantum confinement. PEI-capped QDs exhibited enhanced colloidal stability and showed pronounced fluorescence quenching in the presence of Pb2+ ions, indicating high sensitivity and selectivity toward lead. Both TGA- and PEI-capped QDs also demonstrated moderate responses to Co2+ but negligible interaction with Sn2+, confirming ion-specific detection. Overall, this study demonstrates that surface-engineered QDs constitute a simple, accessible platform for selective detection of toxic metals, with promising applications in environmental monitoring and water quality assessment. Full article
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12 pages, 10830 KB  
Article
Copper Recovery from Waste Wire Harness Using Alkali Hydroxides
by Nobuyuki Kawagoe, Koto Kagawa and Takaaki Wajima
J. Compos. Sci. 2026, 10(7), 330; https://doi.org/10.3390/jcs10070330 (registering DOI) - 23 Jun 2026
Abstract
Waste wire harnesses composed of thin copper wires coated with polyvinyl chloride (PVC) are difficult to recycle due to hydrogen chloride (HCl) emission during conventional thermal treatment. In this study, copper recovery from waste wire harnesses was investigated using alkali hydroxide-assisted pyrolysis with [...] Read more.
Waste wire harnesses composed of thin copper wires coated with polyvinyl chloride (PVC) are difficult to recycle due to hydrogen chloride (HCl) emission during conventional thermal treatment. In this study, copper recovery from waste wire harnesses was investigated using alkali hydroxide-assisted pyrolysis with sodium hydroxide (NaOH) or potassium hydroxide (KOH) under an inert atmosphere. The coexistent heating with alkali hydroxides enabled the decomposition and carbonization of PVC while effectively capturing chlorine species, thereby suppressing HCl gas release. As a result, thin copper wires were successfully separated and recovered. The addition of alkali hydroxides significantly improved PVC gasification efficiency and copper–PVC separation compared with pyrolysis without alkali hydroxides. No notable differences were observed between NaOH and KOH in terms of chlorine capture or gaseous byproduct formation. These findings demonstrate a simple and effective method for recovering copper from waste wire harnesses without HCl emission. Full article
(This article belongs to the Special Issue Research on Recycling Methods or Reuse of Composite Materials)
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18 pages, 1296 KB  
Article
A Coumarin-Based Probe for Sequential ON–OFF–ON Detection of Cu2+ and Biothiols: Naked-Eye Detection, Smartphone RGB Readout and In Vivo Imaging
by Mingjie Wei, Linxin Zheng, Weilong Tian, Xingfeng Wang, Rong Liu, Lijuan Chen and Li Niu
Biosensors 2026, 16(6), 351; https://doi.org/10.3390/bios16060351 (registering DOI) - 22 Jun 2026
Abstract
Copper ions (Cu2+) and intracellular biothiols are tightly coupled in cellular redox regulation, where copper–thiol coordination governs oxidative stress and metal homeostasis. However, analytical platforms capable of sequentially monitoring Cu2+ and biothiols within a single molecular system remain scarce. Herein, [...] Read more.
Copper ions (Cu2+) and intracellular biothiols are tightly coupled in cellular redox regulation, where copper–thiol coordination governs oxidative stress and metal homeostasis. However, analytical platforms capable of sequentially monitoring Cu2+ and biothiols within a single molecular system remain scarce. Herein, we report a coumarin-based fluorescent probe XDP that enables sequential ON–OFF–ON sensing of Cu2+ and biothiols through a coordination–competition mechanism. The imine (C=N) site of XDP selectively coordinates Cu2+, leading to fluorescence quenching arising from coordination-induced electronic perturbation and enhanced nonradiative decay. The probe exhibits a linear response toward Cu2+ over 1–80 μM with a detection limit of 0.108 μM. Subsequent competitive binding of biothiols (GSH, Cys, and Hcy) releases Cu2+ from the complex, thereby restoring fluorescence and enabling detection within 1–30 μM with submicromolar sensitivity. XDP also displays a large Stokes shift (135 nm), which minimizes spectral overlap and improves signal reliability. Notably, Cu2+ binding triggers a distinct color change that supports naked-eye detection and smartphone-based RGB quantification. The probe further enables visualization of Cu2+ and thiol-triggered signal recovery in living cells and zebrafish. This work establishes a versatile analytical platform for probing copper–thiol interactions in environmental and biological systems. Full article
(This article belongs to the Section Environmental, Agricultural, and Food Biosensors)
18 pages, 3272 KB  
Article
Influence of Roughness of Copper Coatings on the Cathodic Reduction of Nitrate Under Mixed Diffusion–Kinetic Control
by Oleg Kozaderov, Frol Vdovenkov and Pavel Tarakanov
Electrochem 2026, 7(2), 16; https://doi.org/10.3390/electrochem7020016 (registering DOI) - 22 Jun 2026
Abstract
The morphological and structural state of rough solid electrodes usually has a complex effect on the kinetics of an electrochemical process. In order to correctly distinguish the influence of different factors on the rate of an electrode reaction, it is necessary to first [...] Read more.
The morphological and structural state of rough solid electrodes usually has a complex effect on the kinetics of an electrochemical process. In order to correctly distinguish the influence of different factors on the rate of an electrode reaction, it is necessary to first separate a purely geometric current rise caused by the surface area increase. At the same time, it is necessary to take into account that surface roughness itself often not only leads to a geometric rise in the electrode area, but also contributes to a change in the kinetic parameters of the electrochemical process. As a consequence, the conclusion regarding an electrocatalytic effect will be reasonable only if the roughness effect is correctly taken into account. The most difficult problem is to establish the role of roughness when experimental electrochemical data are obtained under mixed diffusion–kinetic control of the electrode process. However, the use of appropriate theoretical approaches is required to correctly determine the kinetic characteristics of the electrochemical stage, i.e., of the charge transfer stage. This paper establishes the influence of the morphology and structure of electrodeposited copper coatings on the kinetics of the cathodic reduction of nitrate ion, which occurs in a mixed diffusion–kinetic mode, using the theoretical model of chronoamperometry of an electrochemical process on a rough electrode developed earlier by the authors. Several Cu-electrodes with roughness and structure, the parameters of which vary widely enough, were obtained by cathodic deposition from sulfate solutions of different compositions. The integral (roughness factor) and local (average roughness) characteristics of the surface morphology were determined by methods of underpotential deposition and atomic force microscopy, respectively. Structural investigation of the electrodeposited coatings was carried out by X-ray diffraction to determine their crystallographic structure and average crystallite size. The methods of voltammetry and a rotating disk electrode revealed the mixed kinetics of the electroreduction of NO3 ions. The kinetic parameters of the charge transfer stage on the copper coatings with a roughness factor of fr ≤ 3.5 are determined for the first time in this paper by treatment of the experimental current decay curves with the non-linear theoretical equation obtained by the authors for the chronoamperogram of the process on rough electrodes. It was found that the rate constant of the charge transfer stage and the exchange current density of the nitrate ion electroreduction increase by about 50%, with an increase in the average surface roughness from 25 to 120 nm. Considering that this effect is not caused by a purely geometric increase in the true surface area of the electrode, and that the average crystallite size is approximately the same (25 ± 2 nm) for all investigated coatings, it can be concluded that the electrocatalytic activity of copper increases in the reaction of the cathodic reduction of nitrate ions during the transition to copper electrodes with the higher average surface roughness. Taking into account XRD data, the role of the structural and morphological state in the kinetics of the electroreduction of nitrate ions has been established. The smoothest polycrystalline coating was found to be the least electrocatalytically active in this reaction. On the contrary, the roughest coatings with the most prominent plane (220) show the highest activity, which increases with increasing average roughness, possibly due to the growth of defects and excess energy of such curved surfaces. Full article
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18 pages, 1349 KB  
Article
Experimental Electromagnetic Shielding Analysis of a Square-Resonator-Integrated Double-Concrete Structure Using Explainable Machine Learning
by Mehmet Cakir
Electronics 2026, 15(12), 2742; https://doi.org/10.3390/electronics15122742 (registering DOI) - 22 Jun 2026
Abstract
Electromagnetic shielding has become a practical concern in buildings and structures exposed to persistent interference. This paper reports experimental measurements of the frequency-dependent shielding properties of a square-resonator-integrated double-concrete structure, using a free-space S-parameter setup built around WR229 waveguide adaptors and horn antennas. [...] Read more.
Electromagnetic shielding has become a practical concern in buildings and structures exposed to persistent interference. This paper reports experimental measurements of the frequency-dependent shielding properties of a square-resonator-integrated double-concrete structure, using a free-space S-parameter setup built around WR229 waveguide adaptors and horn antennas. Three variables were tested: concrete thickness D, relative permittivity εr, and relative magnetic permeability μr. Both εr and μr were characterized experimentally from carbon-fibre- and copper-slag-modified concrete rather than taken from standard tables. The novelty of the study lies in combining experimentally characterized concrete electromagnetic properties, an embedded square-resonator geometry, and explainability-driven machine learning analysis within a single experimental framework for cement-based EMI shielding design. A total of 96 parameter combinations were evaluated using calibrated S11 and reference-corrected S21 responses across 3.3–4.9 GHz. Thickness and electromagnetic material properties interacted—neither governed shielding performance on its own. The strongest transmission attenuation occurred at D = 5, εr = 7, and μr = 1.2, where minimum S21 reached approximately −62.98 dB at 3.6392 GHz. S11 varied considerably less than S21 across the tested combinations, suggesting transmission suppression is the dominant mechanism rather than reflection enhancement. A machine learning analysis confirmed that nonlinear ensemble models outperformed the linear baseline and identified thickness as the most influential predictor of minimum S21. Full article
5 pages, 1090 KB  
Proceeding Paper
Pretreatment of Aged Lithium-Ion Battery Anode to Enable High-Throughput Sonoprocessing
by Shida Li, Paul Daly, Ben Jacobson, Andrew Feeney and Paul Prentice
Eng. Proc. 2026, 127(1), 24; https://doi.org/10.3390/engproc2026127024 (registering DOI) - 22 Jun 2026
Abstract
Sonoprocessing can significantly enhance the yield, rate, and efficiency of mechanical and chemical processes. A timely sonoprocessing application is the recovery of Critical Raw Materials (e.g., lithium, gold, copper) from e-waste. However, commercial sonoprocessing typically involves batch processing via ultrasonic baths or sonicators, [...] Read more.
Sonoprocessing can significantly enhance the yield, rate, and efficiency of mechanical and chemical processes. A timely sonoprocessing application is the recovery of Critical Raw Materials (e.g., lithium, gold, copper) from e-waste. However, commercial sonoprocessing typically involves batch processing via ultrasonic baths or sonicators, which can be prohibitively expensive and cumbersome for industrial upscaling. In response, we present a novel configuration, an Ultrasonic Tube Transducer (UTT), that is suited for flow-through processing. Here, we demonstrate it in the processing of an aged lithium-ion battery anode following timed immersion in a citric acid solution. Optimal concentrations and durations are identified. Full article
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24 pages, 32811 KB  
Article
Unsupervised Autoencoder-Based Feature Ranking and Anomaly Detection for Porphyry Copper Prospectivity Mapping from Multi-Source Geospatial Datasets
by Mobin Saremi, Zohre Hoseinzade, Adel Shirazy, Aref Shirazi and Amin Beiranvand Pour
Minerals 2026, 16(6), 660; https://doi.org/10.3390/min16060660 (registering DOI) - 22 Jun 2026
Abstract
The mineral system model formalizes the critical geological processes and mappable parameters that control ore formation, which can then be translated into spatial predictors used as input features in machine learning (ML)-based mineral prospectivity mapping (MPM). In most MPM studies, exploration evidence features [...] Read more.
The mineral system model formalizes the critical geological processes and mappable parameters that control ore formation, which can then be translated into spatial predictors used as input features in machine learning (ML)-based mineral prospectivity mapping (MPM). In most MPM studies, exploration evidence features are indeed derived from the mineral system model of the targeted deposit type. However, not all features produced in this way are necessarily informative or favorable for prospectivity analysis. This challenge can be addressed by using feature selection frameworks to identify the most relevant features before applying ML and deep learning (DL) algorithms for mathematical integration. To address this need, this study employs an unsupervised variational autoencoder (VAE) framework to evaluate and rank exploration evidence layers. The VAE quantifies feature importance through a systematic strategy that measures the sensitivity of reconstruction-error components, mean squared error (MSE), mean absolute error (MAE), and Kullback–Leibler (KL) divergence, to individual feature variations. In this way, the VAE ranks the exploration features and helps to identify those that are the most useful for prospectivity mapping. The proposed approach was applied to a real geo-dataset from a porphyry copper district in Iran. Based on the conceptual model of porphyry copper mineralization, 15 evidence layers were generated, including proximity to phyllic, argillic, propylitic, iron oxide, and silicification alteration zones; proximity to intrusive rocks, faults, and fault intersections; and geochemical maps of Cu, Mo, Sb, Pb, Zn, As, and W. The VAE-based ranking indicated that evidence layers related to hydrothermal alterations, intrusive rocks, and faults were the most influential exploration features, whereas geochemical evidence layers showed lower relative importance. Based on this evaluation, two modeling scenarios were considered: in the first, all available features were used, and in the second, only the features selected by the VAE framework were included. In both cases, the final prospectivity model was produced by an autoencoder (AE). For comparison, the prediction-area (P–A) plots of the two prospectivity models were generated using 14 known mineral occurrences as positive ground-truth labels, indicating that the model based on the selected features achieved a higher prediction rate (80%) than the model based on all features (72%). These results demonstrate that the evidence layers derived from the mineral system approach can benefit from unsupervised VAE-based evaluation, leading to improved performance of the prospectivity modeling. Full article
(This article belongs to the Section Mineral Exploration Methods and Applications)
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23 pages, 3279 KB  
Article
Sustainable Recovery of Copper and Silver from End-of-Life Photovoltaic Panels by Leaching with Aqueous Solutions of Quaternary Imidazolium Salts
by Monserrat Martínez, Yecid P. Jiménez and Pía C. Hernández
Minerals 2026, 16(6), 654; https://doi.org/10.3390/min16060654 (registering DOI) - 20 Jun 2026
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Abstract
The exponential increase in photovoltaic panel (PV) waste highlights the urgent need to develop efficient and sustainable recycling processes. It is estimated that by 2030, 8 million tons of PV modules will reach their end-of-life stage, posing a significant environmental challenge and requiring [...] Read more.
The exponential increase in photovoltaic panel (PV) waste highlights the urgent need to develop efficient and sustainable recycling processes. It is estimated that by 2030, 8 million tons of PV modules will reach their end-of-life stage, posing a significant environmental challenge and requiring the development of green technologies for resource recovery. This study assessed the performance of imidazolium-based ionic liquids (ILs) as “designer solvents” for the selective leaching of copper and silver from disused PV panels. Specifically, four quaternary imidazolium salts were evaluated: [Bmim]HSO4, [Emim]HSO4, [Bmim]Cl, and [Emim]Cl. Leaching tests were conducted on silicon wafers containing 0.28% Ag and 0.19% Cu under varying temperatures (25, 50, and 80 °C), IL concentrations (20% and 60% v/v), and hydrogen peroxide (H2O2) dosages (0% and 3% v/v) as an oxidizing agent. The results identified [Bmim]HSO4 as the most effective leaching agent. The system achieved a maximum copper extraction of 96.70% at 60% v/v concentration and 80 °C. For silver, the highest extraction of 45.13% was obtained using [Bmim]HSO4 at 20% v/v and 80 °C. The addition of H2O2 was crucial, demonstrating a clear synergistic effect with the imidazolium-based ILs by promoting oxidative dissolution. These findings confirm that imidazolium-based ionic liquids represent a promising and environmentally friendly alternative for the recovery of high-value metals in the circular economy of photovoltaic recycling. Full article
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25 pages, 8524 KB  
Article
Static Calibration and Wiring-Configuration-Dependent Performance of NiCr-Based Thin-Film Thermocouples
by Wenqian Yuan and Zhongfeng Kang
Micromachines 2026, 17(6), 746; https://doi.org/10.3390/mi17060746 (registering DOI) - 20 Jun 2026
Viewed by 140
Abstract
Thin-film thermocouples (TFTCs) offer conformal sensing junctions with minimal thermal mass, enabling rapid transient response and direct deposition on curved or moving components, which are difficult to achieve using conventional wire thermocouples in applications such as high-speed machining, electric powertrain thermal management, and [...] Read more.
Thin-film thermocouples (TFTCs) offer conformal sensing junctions with minimal thermal mass, enabling rapid transient response and direct deposition on curved or moving components, which are difficult to achieve using conventional wire thermocouples in applications such as high-speed machining, electric powertrain thermal management, and fuel-cell monitoring. In practical deployment, the effective accuracy of a TFTC can also be affected by the measurement setup used for calibration and testing, particularly lead-wire material transitions, cold-junction compensation, and wiring-related thermoelectric offsets. This study presents a systematic static calibration and performance evaluation of NiCr-based TFTCs under standardised laboratory conditions, with repeated measurements across the 20–260 °C range using both copper leads and matched compensation wires. The thermoelectric output exhibits excellent linearity; temperature reconstruction against a traceable standard reference yields a maximum deviation of approximately 0.27 °C, with root-mean-square and relative errors within tight bounds. Short-term extended-range verification up to 1000 °C confirms detectable thermoelectric signal generation under the present test conditions. A calibration data packet framework containing the calibrated TFTC sample, wiring configuration, calibration coefficients, validity range, and a GUM-compliant uncertainty budget is proposed to support consistent interpretation of calibration results in future digital integration. The study therefore provides a structured calibration workflow and uncertainty-reporting basis for the tested flexible NiCr-based TFTC configurations, supporting further reliability assessment, material-level characterisation, and digital integration. Full article
(This article belongs to the Section D:Materials and Processing)
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15 pages, 1432 KB  
Article
Insulin Regulates AKT/GSK-3β Signalling, Tau Phosphorylation, and Redox Homeostasis in SH-SY5Y Neuroblastoma Cells
by Adrian Jorda, Kenia Alvarez-Gamez, Sara Vergani, Ilenia Paba, Mar Perez, Martin Aldasoro, Jose M. Vila and Soraya L. Valles
Int. J. Mol. Sci. 2026, 27(12), 5565; https://doi.org/10.3390/ijms27125565 (registering DOI) - 19 Jun 2026
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Abstract
Insulin (Ins) regulates multiple intracellular signalling pathways involved in cell survival, oxidative stress responses, and tau phosphorylation. Dysregulation of these pathways has been implicated in neurodegenerative disorders, including Alzheimer’s disease (AD). The present study evaluated the effects of insulin on protein kinase B/glycogen [...] Read more.
Insulin (Ins) regulates multiple intracellular signalling pathways involved in cell survival, oxidative stress responses, and tau phosphorylation. Dysregulation of these pathways has been implicated in neurodegenerative disorders, including Alzheimer’s disease (AD). The present study evaluated the effects of insulin on protein kinase B/glycogen synthase kinase-3 beta (AKT/GSK-3β) signalling, tau phosphorylation, and oxidative stress-related markers in SH-SY5Y neuroblastoma cells. Cell metabolic activity was assessed using the (diphenyltetrazolium bromide) MTT assay, while cell number and viability were evaluated by Trypan Blue exclusion, necrosis by lactate dehydrogenase (LDH) release, and apoptosis by Caspase-3 activity. Western blot analysis was performed to evaluate the expression of phosphorylated AKT (p-AKT), phosphorylated GSK-3β (p-GSK-3β Ser9), phosphorylated TAU (pTAU), nuclear factor erythroid 2-related factor 2 (NRF2), manganese superoxide dismutase (Mn-SOD), and copper/zinc superoxide dismutase (Cu/Zn-SOD). Lipid peroxidation was determined by measuring malondialdehyde (MDA) levels using a colorimetric/fluorometric assay. Insulin treatment increased MTT reduction (31.25%) and cell metabolic activity (119.15%) while reducing LDH release (19.2%) and Caspase-3 activity (31.26%). In addition, insulin significantly increased p-AKT (34.2%) and p-GSK-3β (Ser9) (19.9%) levels. A reduction in pTAU levels (53.39%) was also observed following insulin treatment. Furthermore, insulin increased NRF2 expression (18.77%), Cu/Zn-SOD (37.29%), and Mn-SOD (50.16%) and reduced MDA levels (13.95%). These findings indicate that insulin modulates signalling pathways associated with tau phosphorylation and cellular redox regulation in SH-SY5Y cells. Insulin treatment was associated with increased AKT and GSK-3β phosphorylation, reduced tau phosphorylation, and changes in oxidative stress-related markers in SH-SY5Y neuroblastoma cells. These findings support a role for insulin in the modulation of molecular pathways implicated in cellular stress responses and tau regulation. Further studies using differentiated neuronal models and disease-relevant conditions are required to determine the relevance of these observations to neurodegenerative disorders. Full article
(This article belongs to the Section Molecular Neurobiology)
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