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Vanadium nitride (VN) serves as a versatile material in various applications such as electrodes, ceramics, catalysts, and alloy components owing to its robust electrical performance, favorable stability, and high hardness. However, conventional VN synthesis methods require long soaking times and high temperatures. This study investigates a method wherein VxCy powder was soaked in an N2 atmosphere for a shorter period of time at a lower temperature to produce high-quality VN particles. The mechanism underlying this process was investigated via thermodynamic analyses, ab initio molecular dynamics (AIMD) simulations, and experimental studies. Thermodynamic analysis validates the thermodynamic feasibility of the reactions between VxCy and N2 to produce VN, while the atomic-level interactions between VxCy, N2, and surplus C atoms were comprehensively elucidated. By analyzing the two systems, it was discovered that the surplus C promoted the combination of N2 molecules with V atoms to form V–N in shorter AIMD simulation durations. Surplus C increased the chance of N2 molecules and V atoms to contact, similar to a catalytic effect, by activating N2 molecules to decompose and further reacted with V atoms to form VN. According to the experimental results, high-quality VN particles were formed at a heating temperature of 1323 K and soaking period of 90 min. Field-emission scanning electron microscopy (SEM) coupled with energy-dispersive spectrometry (EDS), particle size distribution analysis, and X-ray diffraction (XRD) were used to characterize the final product. The O and N contents were measured by an O/N analyzer at 0.11% and 17.4%, respectively. Accordingly, a C/S analyzer measured the C content at 3.92%. These analyses indicate that high-quality VN can be obtained by the VxCy nitridation in N2 atmosphere.

In this work, the preparation of titanium sponge by magnesium thermal method is regarded as the liquid-phase sintering process of titanium, and powder-metallurgy sintering technology is utilized to simulate the aggregation–growth and densification behavior of titanium particles in a high-temperature liquid medium (the molten Mg-MgCl2 system). It was found that compared with MgCl2, Mg has better high-temperature wettability and reduction effect, which promotes titanium particles to form a sponge titanium skeleton at lower temperature. The aggregation degree of titanium particles and the densification degree of a sponge titanium skeleton can be improved by increasing the temperature and the relative content of Mg in the melting medium. The kinetics study shows that with the increase in temperature, the porosity of the titanium particle aggregates and the sponge titanium skeleton decreases, and their density growth rate increases. With the extension of time, the aggregation degree of titanium particles and the densification degree of sponge titanium gradually increase. This work provides a theoretical reference for controlling the density of titanium sponge in industry.

Abstract Background Induction chemotherapy (IC) comprising docetaxel, cisplatin, and fluorouracil (TPF), combined with concurrent chemoradiotherapy (CCRT) effectively improves the survival rate of locally advanced nasopharyngeal carcinoma (LA‐NPC). Selecting patients whose risk of tumor recurrence and metastasis is high and the appropriate chemotherapy intensity is a concern. We combined tumor‐node‐metastasis staging with the load of Epstein–Barr virus (EBV) after IC to select the individualized chemotherapy strength. Methods The clinical data and prognostic factors of patients with stage III–IV LA‐NPC treated with TPF IC combined with CCRT were analyzed retrospectively. The conventional treatment group received the standard three cycles TPF IC combined with CCRT. For the new treatment group, the cycles of IC were determined according to whether the EBV‐DNA disappeared completely after a certain course of IC, if so, subsequent IC was stopped and the chemoradiotherapy stage was entered. Propensity score matching (PSM) was performed at a ratio of 1:1 to balance baseline characteristics. Survival outcomes and adverse events between the conventional treatment group and the new method treatment group were compared. Results The study included 256 patients, among whom 192 were matched successfully into 96 pairs. The patients were followed up for a median of 51 months. The proportions of patients receiving three, two, and one cycle of IC after PSM in the routine and new treatment cohorts were 93.8%, 3.1%, 3.1% versus 21.9%, 49.0%, 24.0%, respectively. However, their 3‐year distant metastasis‐free survival, local recurrence‐free survival, progression‐free survival, and overall survival did not differ significantly. The incidence of grade 3–4 neutropenia toxicity in CCRT decreased significantly in patients receiving the new treatment method compared with that in the conventional treatment group (p = 0.026). Conclusion Combining TNM stage and EBV‐DNA load after IC to determine the courses of IC in patients with LA‐NPC did not alter the curative effect but decreased toxicity.

Metallic Mg is an important strategic metal and its properties are greatly affected by impurities. Silicothermic reduction and electrolysis are the most used approaches to prepare metallic Mg. The products of these processes need to be further refined to obtain high-purity Mg metal. However, previous research has mainly focused on refining the crude Mg (CM) produced via silicothermic reduction, whereas no in-depth investigations have been conducted on refining the CM produced via electrolysis. Here, vacuum distillation was used to refine electrolytically produced CM. The content and morphological characteristics of the impurity elements in CM were studied via glow discharge mass spectrometry, mineral dissociation analysis, and electron probe microanalysis. The effect of different distillation temperatures and times on the quality of the refined Mg was investigated. The results show that the main impurity elements are Al, Fe, Si, Ti, Cr, S, Cl, and Ni. The content of impurities, such as Si, Al, Fe, Ni, Ti, and Cr, in the refined Mg is significantly reduced at a temperature of 1023 K and a time of 120 min, and the purity of the refined Mg reaches 99.99%, which meets the Mg9999 national standard for primary Mg ingots in China (GB/3499-2011).

The advancement of intelligent systems, particularly in domains such as natural language processing and autonomous driving, has been primarily driven by deep neural networks (DNNs). However, these systems exhibit vulnerability to adversarial attacks that can be both subtle and imperceptible to humans, resulting in arbitrary and erroneous decisions. This susceptibility arises from the hierarchical layer‐by‐layer learning structure of DNNs, where small distortions can be exponentially amplified. While several defense methods have been proposed, they often necessitate prior knowledge of adversarial attacks to design specific defense strategies. This requirement is often unfeasible in real‐world attack scenarios. In this paper, we introduce a novel learning model, termed "immune" learning, known as adversarial‐resilient deep symbolic tree (ARDST), from a neurosymbolic perspective. The ARDST model is semiparametric and takes the form of a tree, with logic operators serving as nodes and learned parameters as weights of edges. This model provides a transparent reasoning path for decision‐making, offering fine granularity, and has the capacity to withstand various types of adversarial attacks, all while maintaining a significantly smaller parameter space compared to DNNs. Our extensive experiments, conducted on three benchmark datasets, reveal that ARDST exhibits a representation learning capability similar to DNNs in perceptual tasks and demonstrates resilience against state‐of‐the‐art adversarial attacks. [ABSTRACT FROM AUTHOR]

With the development of the economy and the rapid increase in traffic volume, an overload phenomenon often occurs. This paper studied a vehicle load identification technique based on orthotropic bridge deck stress monitoring data. The strain responses on the lower edge of multiple U-ribs were collected under vehicles crossed the deck. Firstly, an index based on the cross-correlation function of strain response between different measurement points on the same U-rib was used to evaluate vehicle speed. Secondly, a cosine similarity index was proposed to locate the transverse position of the vehicle. Finally, the unknown vehicle load was identified on the basis of a calibrated strain response area matrix. The effectiveness and anti-noise performance of the proposed method were verified using numerical simulation. An experimental model was designed and some strain gauges were installed to measure the strain response, and the test was carried out to further verify the algorithm’s performance. Numerical and experimental results show that the proposed method could effectively identify the vehicle load with good anti-noise performance. Moreover, a calibration space was provided to guide practical engineering applications. The proposed method does not damage bridge decks, does not affect traffic, and is economical.

Desalination and power generation through solar energy harvesting is a crucial technology that can effectively address freshwater shortages and energy crises. However, owing to the complexity of the actual water environment, the thermal output capability of the photothermal material and the functional integration of the evaporation system need urgent improvement, to obtain high‐quality fresh water and sufficient electricity. Herein, a 2D/2D cesium tungsten bronze/copper sulfide (2D/2D Cs0.32WO3/CuS) nano‐heterojunction is developed and it is loaded into a cellulose‐based hybrid hydrogel to construct a multifunctional evaporator. Benefiting from the more nonradiative recombination centers from deep‐level defects, as well as shorter carrier migration distances and higher redox potentials in the Cs0.32WO3/CuS nano‐heterojunction, this evaporator has a significant improvement in thermal output capacity, enabling both super‐efficient seawater evaporation (4.22 kg m−2 h−1) and photodegradation of organic pollutants (removal rate ≈ 99%). Moreover, the evaporator exhibits long‐term stability and sustainable self‐cleaning property against salt accumulation. Remarkably, the thermoelectric module based on the Cs0.32WO3/CuS nano‐heterojunction shows promising electricity generation performance (4.85 W m−2), which can power small appliances durably and stably, exceeding previously reported similar devices. This 2D/2D heterojunction‐based solar evaporation system will provide a more reliable solution for efficient and sustainable freshwater‐electricity co‐generation in resource‐limited areas. [ABSTRACT FROM AUTHOR]

By comparing those reports of adverse reactions to cosmetics with the VigiGrade dimensions, the quality scoring method for reports of adverse reactions to cosmetics was established. Then the method was applied to retrospectively statistically analyze the quality of corresponding reports in a province from 2018 to 2020. The results show that, the established quality scoring method for reports of adverse reactions to cosmetics incorporates a total of 9 dimensions. Among the 9 dimensions, 7 dimensions are corresponding to the VigiGrade completeness scoring method, including latency, outcome, gender, age, country (region), primary reporter, and comment, while the dimensions of reporting source, dosage, and indication in the VigiGrade method are deleted, and 2 dimensions of allergic history and additional item are added. Among 40 851 reports of adverse reactions to cosmetics, 32 513 (79%) have reported that c> 0.8, and the average completeness score is 0.89. According to regions, the largest numbers of reports come from the cities denoted as L, P, R, and H. Medical and health institutions have reported the highest number of adverse reaction reports and the highest proportion of good reports; information missing or incompleteness is mainly concentrated in dimensions such as comment and age; adverse reaction reports of cosmetics with additional item scores only account for 0.9% of the overall reports. This method can reflect the overall quality of reports and the differences in report quality, which may provide reference for improving the quality of adverse reaction reports for cosmetics. [ABSTRACT FROM AUTHOR]

Background: Induction chemotherapy (IC) comprising docetaxel, cisplatin, and fluorouracil (TPF), combined with concurrent chemoradiotherapy (CCRT) effectively improves the survival rate of locally advanced nasopharyngeal carcinoma (LA‐NPC). Selecting patients whose risk of tumor recurrence and metastasis is high and the appropriate chemotherapy intensity is a concern. We combined tumor‐node‐metastasis staging with the load of Epstein–Barr virus (EBV) after IC to select the individualized chemotherapy strength. Methods: The clinical data and prognostic factors of patients with stage III–IV LA‐NPC treated with TPF IC combined with CCRT were analyzed retrospectively. The conventional treatment group received the standard three cycles TPF IC combined with CCRT. For the new treatment group, the cycles of IC were determined according to whether the EBV‐DNA disappeared completely after a certain course of IC, if so, subsequent IC was stopped and the chemoradiotherapy stage was entered. Propensity score matching (PSM) was performed at a ratio of 1:1 to balance baseline characteristics. Survival outcomes and adverse events between the conventional treatment group and the new method treatment group were compared. Results: The study included 256 patients, among whom 192 were matched successfully into 96 pairs. The patients were followed up for a median of 51 months. The proportions of patients receiving three, two, and one cycle of IC after PSM in the routine and new treatment cohorts were 93.8%, 3.1%, 3.1% versus 21.9%, 49.0%, 24.0%, respectively. However, their 3‐year distant metastasis‐free survival, local recurrence‐free survival, progression‐free survival, and overall survival did not differ significantly. The incidence of grade 3–4 neutropenia toxicity in CCRT decreased significantly in patients receiving the new treatment method compared with that in the conventional treatment group (p = 0.026). Conclusion: Combining TNM stage and EBV‐DNA load after IC to determine the courses of IC in patients with LA‐NPC did not alter the curative effect but decreased toxicity. [ABSTRACT FROM AUTHOR]

Low-cost and highly electroactive nickel-based materials are important electrodes for the development of supercapacitors. The precise modulation of the morphology and microstructure has been a crucial measure to further enhance the electrochemical performance. Herein, a three-dimensional porous nanocage NixS6/Ni(OH)2 hybrid formed by NixS6 nanoparticles anchored on Ni(OH)2 nanoflakes was creatively synthesized via a simple and scalable approach, which was based on two-time ion exchange reactions of the Mg(OH)2 precursor. Significantly, in asymmetric supercapacitors, the NixS6/Ni(OH)2 hybrid exhibits a high specific capacitance of 2726 F g−1 at a current density of 1 A g−1 and an excellent energy density of 31.31 Wh kg−1 at a power density of 62.56 W kg−1, which are superior to those of the currently reported nickel sulfide electrode materials. Compared with the nanoflower-like Mg(OH)2 and Ni(OH)2 precursors, the NixS6/Ni(OH)2 hybrid possesses hollow, abundant porous morphology and better electrical conductivity, which could provide a large contact surface area, shorter ion diffusion path and excellent charge transport, resulting in a dramatic improvement in electrochemical performance, making the NixS6/Ni(OH)2 hybrid a superb cathode material for supercapacitors. [ABSTRACT FROM AUTHOR]

Child abuse is a common experience among prisoners in China and associated with elevated psychiatric comorbidity. However, the association between child abuse profiles and dissociation is unclear. The extent to which the relationship between these profiles and dissociation might influence psychiatric comorbidity and self-concealment is also unclear. This study examined the impact of this relationship on the preceding outcomes among prisoners in China using Latent Class Analysis. Four hundred and ninety-six male prisoners from China completed questionnaires measuring child abuse, dissociation, self-concealment, and psychiatric comorbidity. A three-class solution was achieved: Class 1 (neglected with moderate dissociation) prisoners had a minimal level of abuse, the highest level of neglect experience, and a medium level of dissociation; Class 2 (low neglect with low dissociation) prisoners also had a minimal level of abuse but lower levels of neglect experience and dissociation; Class 3 (abused and neglected with high dissociation) prisoners had high levels of child abuse, neglect, and dissociation. Controlling for age, Class 3 reported significantly higher psychiatric comorbidity and self-concealment than the other two classes. Class 1 was more depressed than Class 2; Class 2 was more likely to engage in self-concealment than Class 1. To conclude, the kinds of childhood maltreatment experienced by prisoners and their readiness to detach from distressing emotions can influence the severity of current distress symptoms and the tendency to conceal things about themselves. [ABSTRACT FROM AUTHOR]

Flexible hydroelectric generators (HEGs) are promising self-powered devices that spontaneously derive electrical power from moisture. However, achieving the desired compatibility between a continuous operating voltage and superior current density remains a significant challenge. Herein, a textile-based van der Waals heterostructure is rationally designed between conductive 1T phase tungsten disulfide@carbonized silk (1T-WS 2 @CSilk) and carbon black@cotton (CB@Cotton) fabrics with an asymmetric distribution of oxygen-containing functional groups, which enhances the proton concentration gradients toward high-performance wearable HEGs. The vertically staggered 1T-WS 2 nanosheet arrays on the CSilk fabric provide abundant hydrophilic nanochannels for rapid carrier transport. Furthermore, the moisture-induced primary battery formed between the active aluminum (Al) electrode and the conductive textiles introduces the desired electric field to facilitate charge separation and compensate for the decreased streaming potential. These devices exhibit a power density of 21.6 µW cm -2 , an open-circuit voltage (V oc ) of 0.65 V sustained for over 10 000 s, and a current density of 0.17 mA cm -2 . This performance makes them capable of supplying power to commercial electronics and human respiratory monitoring. This study presents a promising strategy for the refined design of wearable electronics., (© 2024 Wiley‐VCH GmbH.)

Desalination and power generation through solar energy harvesting is a crucial technology that can effectively address freshwater shortages and energy crises. However, owing to the complexity of the actual water environment, the thermal output capability of the photothermal material and the functional integration of the evaporation system need urgent improvement, to obtain high-quality fresh water and sufficient electricity. Herein, a 2D/2D cesium tungsten bronze/copper sulfide (2D/2D Cs 0.32 WO 3 /CuS) nano-heterojunction is developed and it is loaded into a cellulose-based hybrid hydrogel to construct a multifunctional evaporator. Benefiting from the more nonradiative recombination centers from deep-level defects, as well as shorter carrier migration distances and higher redox potentials in the Cs 0.32 WO 3 /CuS nano-heterojunction, this evaporator has a significant improvement in thermal output capacity, enabling both super-efficient seawater evaporation (4.22 kg m -2 h -1 ) and photodegradation of organic pollutants (removal rate ≈ 99%). Moreover, the evaporator exhibits long-term stability and sustainable self-cleaning property against salt accumulation. Remarkably, the thermoelectric module based on the Cs 0.32 WO 3 /CuS nano-heterojunction shows promising electricity generation performance (4.85 W m -2 ), which can power small appliances durably and stably, exceeding previously reported similar devices. This 2D/2D heterojunction-based solar evaporation system will provide a more reliable solution for efficient and sustainable freshwater-electricity co-generation in resource-limited areas., (© 2023 Wiley-VCH GmbH.)

A series of novel transition metal ion-substituted Zn 1- x A x WO 4 (A = Co, Mn, and Fe, 0 < x ≤ 0.1) inorganic pigments with blue, yellow, brown, and pale green colors have been prepared by a solution combustion method and exhibit extremely high near-infrared reflectance ( R > 85%). X-ray energy-dispersive spectroscopy analysis makes it clear that transition metal ions have already been incorporated into the host ZnWO 4 lattice and do not change the lattice's initial wolframite structure. The optical absorption spectrum in the UV region of the ZnWO 4 pigment calcined at 800 °C for 3 h is a ligand-to-metal charge transfer from O 2p nonbonding orbits to antibonding W 5d orbits. On account of the doping Co 2+ (3d 7 ), Mn 2+ (3d 5 ), and Fe 3+ (3d 5 ) transition metal ions, these chromophore ions have occupied the distorted octahedral site of Zn 2+ , leading to d-d transition and metal-to-metal charge transfer from the occupied 3d orbits of A 2+ to unoccupied W 5d orbits in UV and visible ranges and generating some bright colors. Significantly, these inorganic pigments are also endowed with excellent thermal and chemical stability and are conducive to harsh working conditions. All of the analysis results have offered some design strategies for various colorful inorganic pigments with high near-infrared reflectance.