95 results on '"Bi, Jian"'
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2. Efficient Dynamic Locomotion of Quadruped Robot via Adaptive Diagonal Gait
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Bi, Jian, Chen, Teng, Rong, Xuewen, Zhang, Guoteng, Lu, Guanglin, Cao, Jingxuan, Jiang, Han, and Li, Yibin
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Quadruped animals in the nature realize high energy efficiency locomotion by automatically changing their gait at different speeds. Inspired by this character, an efficient adaptive diagonal gait locomotion controller is designed for quadruped robot. A unique gait planning method is proposed in this paper. As the speed of robot varies, the gait cycle time and the proportion of stance and swing phase of each leg are adjusted to form a variety of gaits. The optimal joint torque is calculated by the controller combined with Virtual Model Control (VMC) and Whole-Body Control (WBC) to realize the desired motion. The gait and step frequency of the robot can automatically adapt to the change of speed. Several experiments are done with a quadruped robot made by our laboratory to verify that the gait can change automatically from slow-trotting to flying-trot during the period when speed is from 0 to 4 m/s. The ratio of swing phase is from less than 0.5 to more than 0.5 to realize the running motion with four feet off the ground. Experiments have shown that the controller can indeed consume less energy when robot runs at a wide range of speeds comparing to the basic controller.
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- 2024
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3. Long Non-coding RNA PCED1B Antisense RNA 1 Promotes Cell Proliferation and Invasion in Hepatocellular Carcinoma by Regulating the MicroRNA-34a/CD44 Axis
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Bi, Jian-gang, Li, Qi, Guo, Yu-sheng, Liu, Li-ping, Bao, Shi-yun, and Xu, Ping
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Objective: This study aimed to examine the role of long non-coding RNA PCED1B antisense RNA 1 (PCED1B-AS1) in the development of hepatocellular carcinoma (HCC). Methods: A total of 62 pairs of HCC tissues and adjacent non-tumor tissues were obtained from 62 HCC patients. The interactions of PCED1B-AS1 and microRNA-34a (miR-34a) were detected by dual luciferase activity assay and RNA pull-down assay. The RNA expression levels of PCED1B-AS1, miR-34a and CD44 were detected by RT-qPCR, and the protein expression level of CD44 was determined by Western blotting. The cell proliferation was detected by cell proliferation assay, and the cell invasion and migration by transwell invasion assay. The HCC tumor growth after PCED1B-AS1 was downregulated was determined by in vivoanimal study. Results: PCED1B-AS1 was highly expressed in HCC tissues, which was associated with poor survival of HCC patients. Furthermore, PCED1B-AS1 interacted with miR-34a in HCC cells, but they did not regulate the expression of each other. Additionally, PCED1B-AS1 increased the expression level of CD44, which was targeted by miR-34a. The cell proliferation and invasion assay revealed that miR-34a inhibited the proliferation and invasion of HCC in vitro, while CD44 exhibited the opposite effects. Furthermore, PCED1B-AS1 suppressed the role of miR-34a. Moreover, the knockdown of PCED1B-AS1 repressed the HCC tumor growth in nude mice in vivo. Conclusion: PCED1B-AS1 may play an oncogenic role by regulating the miR-34a/CD44 axis in HCC.
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- 2024
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4. Improving the Quality of MODIS LAI Products by Exploiting Spatiotemporal Correlation Information
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Wang, Jingrui, Yan, Kai, Gao, Si, Pu, Jiabin, Liu, Jinxiu, Park, Taejin, Bi, Jian, Maeda, Eduardo Eiji, Heiskanen, Janne, Knyazikhin, Yuri, and Myneni, Ranga B.
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The Moderate Resolution Imaging Spectroradiometer (MODIS) leaf area index (LAI) product is critical for global terrestrial carbon monitoring and ecosystem modeling. However, MODIS LAI is calculated on a pixel-by-pixel and day-by-day basis without using spatial or temporal correlation information, which leads to its high sensitivity of LAI to uncertainties in observed reflectance, resulting in an increased noise level in time series. While exploiting prior knowledge is a common practice to fill gaps in observations, little research has been conducted on reducing noisy fluctuations and improving the overall quality of the MODIS LAI product. To address this issue, we proposed a spatiotemporal information composition algorithm (STICA), which directly introduces prior spatiotemporal correlation and multiple quality assessment (MQA) information into the existing MODIS LAI product. STICA reduces the noise level and improves the quality of the product while maintaining the original physically based (radiative transfer model, RTM) LAI production process. In our analysis, the
$R^{2}$ - Published
- 2023
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5. Cation-anion synergetic interactions achieving tunable birefringence in quasi-one-dimensional antimony(III) fluoride oxalates
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Zhang, Die, Wang, Qiang, Zheng, Ting, Cao, Liling, Ok, Kang Min, Gao, Daojiang, Bi, Jian, Huang, Ling, and Zou, Guohong
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Birefringent materials with large optical anisotropy, which can be used to modulate the polarization of light, play a key role in laser techniques and science. However, the exploration studies of new, superior birefringent materials develop extremely slowly due to the lack of effective guidelines for rational design. Herein, three antimony(III) fluoride oxalates, namely, Na2Sb2(C2O4)F6, K2Sb2(C2O4)F6, and Cs2Sb2-(C2O4)2F4·H2O, were successfully synthesized through a rational combination of π-conjugated C2O42−anions and Sb3+cations with stereochemically active lone pairs. These oxalates feature unique quasi-one-dimensional chain structures that induce large optical anisotropy. Remarkably, Cs2Sb2(C2O4)2-F4·H2O exhibits the largest birefringence (0.325@546 nm) among all reported antimony(III)-based oxysalts. Detailed structural analysis and theoretical calculations confirmed that the optical anisotropy of these oxalates could be tuned through the synergetic interactions of templated cations and anionic functional groups. This work may open the door to efficiently designing excellent birefringent materials and guide the further discovery of other novel structure-driven functional materials.
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- 2022
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6. Yin–Yang Complementarity Strategy Achieving Giant Optical Anisotropy in a Metal-free Birefringent Material C(NH2)3(HC4O4)
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Wang, Hongmei, Wang, Qiang, Wang, Qin, Cao, Liling, Huang, Ling, Gao, Daojiang, Bi, Jian, and Zou, Guohong
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The Yin–Yang complementarity strategy was first proposed to successfully develop a superior metal-free birefringent material C(NH2)3(HC4O4), which was fabricated by two kinds of planar π-conjugated units containing triangle [C(NH2)3]+cations and square [HC4O4]−anions. C(NH2)3(HC4O4) features a giant birefringence (0.313@546 nm), which is significantly enhanced compared to the commercially available birefringent materials.
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- 2022
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7. An Improved Self-Adaptive Differential Evolution with the Neighborhood Search Algorithm for Global Optimization of Bimetallic Clusters
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Yang, Wei-Hua, Li, Ya-Meng, Bi, Jian-Xiang, Huang, Rao, Shao, Gui-Fang, Fan, Tian-E, Liu, Tun-Dong, and Wen, Yu-Hua
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Global optimization of multicomponent cluster structures is considerably time-consuming due to the existence of a vast number of isomers. In this work, we proposed an improved self-adaptive differential evolution with the neighborhood search (SaNSDE) algorithm and applied it to the global optimization of bimetallic cluster structures. The cross operation was optimized, and an improved basin hopping module was introduced to enhance the searching efficiency of SaNSDE optimization. Taking (PtNi)N(N= 38 or 55) bimetallic clusters as examples, their structures were predicted by using this algorithm. The traditional SaNSDE algorithm was carried out for comparison with the improved SaNSDE algorithm. For all the optimized clusters, the excess energy and the second difference of the energy were calculated to examine their relative stabilities. Meanwhile, the bond order parameters were adopted to quantitatively characterize the cluster structures. The results reveal that the improved SaNSDE algorithm possessed significantly higher searching capability and faster convergence speed than the traditional SaNSDE algorithm. Furthermore, the lowest-energy configurations of (PtNi)38clusters could be classified as the truncated octahedral and disordered structures. In contrast, all the optimal (PtNi)55clusters were approximately icosahedral. Our work fully demonstrates the high efficiency of the improved algorithm and advances the development of global optimization algorithms and the structural prediction of multicomponent clusters.
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- 2022
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8. Evaluation of Land Surface Phenology in Northern Hemisphere Permafrost Regions
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Zhao, Yaohua, Peng, Xiaoqing, Frauenfeld, Oliver W., Cui, Xia, Bi, Jian, Ma, Xuanlong, Wei, Gang, Mu, Cuicui, Sun, Hao, and Sui, Jia
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Vegetation phenology interacts strongly with climate through the exchange of carbon, water, momentum, and energy between terrestrial ecosystem and atmosphere. These vegetation dynamics in Northern Hemisphere permafrost regions have substantial uncertainties in previous studies, partly due to differences in datasets. Thus, reliable land surface phenology (LSP) retrievals are crucial for understanding the effects of climate change on ecosystems and biosphere‐atmosphere‐hydrosphere interactions. We assessed various LSP datasets at different spatial resolutions for 2001–2014, generated by different methods based on different satellite observations. We also assessed the accuracy of LSP by comparing with CO2flux phenology. For start of growing season (SOS), the comprehensive evaluation indicated MODIS phenology showed better consistency and higher accuracy with flux‐derived phenology observations (R= 0.54, RMSE = 36.2 days, bias<5 days). For end of growing season (EOS), we cannot conclusively determine which LSP performs best. In the Northern Hemisphere permafrost regions, SOS occurred at 100–150 days (April–May), and EOS occurred at 260–320 days (September–November). During 2001–2014, SOS occurred earlier by 0.33 ± 0.30 days/yr. Significant trends were observed for 6.4%–27.6% of pixels, averaging −1.30 ± 1.16 days/yr. EOS occurred earlier by 0.25 ± 0.43 days/yr, with significant trends averaging −0.52 ± 0.94 days/yr. Among LSPs, variability in EOS trends was significant, with even the direction of trends differing. This study may provide insights into LSP data selection and further understanding of vegetation dynamics and its mechanisms in permafrost regions. To better understand permafrost ecosystem dynamics associated with global change, the changes in vegetation and their spatial patterns in the Northern Hemisphere permafrost regions must be carefully evaluated. Thus, reliable land surface phenology (LSP) retrievals are very important. We therefore collected a total of 13 LSPs to understand how these products perform relative to each other and to ground observations and to quantify their uncertainties. MODIS and different GIMMS products are slightly more consistent overall. Considering different metrics, regions, and parameters, the temporal trends and spatial patterns of phenology indicate an earlier start to the growing season, but the end of the growing season is inconsistent. Bigger vegetation changes are found in the continuous permafrost region. These findings allow us to clarify the applicability of the LSP products, to provide a reference for data selection, and insights into the understanding of vegetation dynamics and their mechanisms in permafrost regions. The average start and end of the growing season occurs on 131 ± 18 days and 291 ± 4 days in Northern Hemisphere permafrost regionsComparison of 13 land surface phenology products to CO2flux phenology indicates that the RMSEs ranges from 27.25ays to 77.84 daysBoth the start and end of the growing season are earlier by 1.30 ± 1.16 and 0.52 ± 0.94 days/yr in Northern Hemisphere permafrost regions The average start and end of the growing season occurs on 131 ± 18 days and 291 ± 4 days in Northern Hemisphere permafrost regions Comparison of 13 land surface phenology products to CO2flux phenology indicates that the RMSEs ranges from 27.25ays to 77.84 days Both the start and end of the growing season are earlier by 1.30 ± 1.16 and 0.52 ± 0.94 days/yr in Northern Hemisphere permafrost regions
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- 2024
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9. Ranking hotels through multi-dimensional hotel information: a method considering travelers’ preferences and expectations
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Bi, Jian-Wu, Han, Tian-Yu, Yao, Yanbo, and Li, Hui
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Although travelers tend to consider multi-dimensional hotel information when choosing their accommodation, few online travel agency (OTA) websites allow them to express their preferences and expectations for the selection criteria to obtain customized hotel ranking results. The lack of this function makes travelers have to spend extra time and effort in comparing different hotels to make the final decision. To solve this problem, a hotel ranking method considering travelers’ preferences and expectations is proposed based on multi-dimensional hotel information. In the method, considering the travelers’ actual process of hotel reservation through the OTA website, four types of hotel information (i.e., price, rating, location and text comment) are used. To make full use of these information, text mining, prospect theory and multi-attribute decision-making method are integrated into the proposed method. A case study is given to verify the reliability of the proposed method. The proposed method can be embedded into OTA websites to provide decision support for travelers’ hotel reservation, which will reduce the time spent by travelers in hotel search and comparison, thus effectively promote hotel reservation and improve traveler satisfaction.
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- 2022
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10. Solar-Powered Photocatalysis and Photoelectrocatalysis over Atomically Precise Metal Nanoclusters
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Mo, Qiao-Ling, Liu, Bi-Jian, and Xiao, Fang-Xing
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Atomically precise metal nanoclusters (NCs) have garnered enduring interest in account of peculiar atomic stacking mode, discrete energy band structure, and abundant active sites, which are distinct from conventional metal nanocrystals. Nonetheless, research works on metal NCs-based photosystems are still in the infant stage in terms of generic light-induced instability, deficiency of metal NCs with photosensitization effect to trigger photoredox catalysis, and a complicated interfacial charge transport process. Herein, we concisely overview the latest concerted endeavors in constructing metal NCs-based photosystems for heterogeneous photocatalysis and photoelectrochemical water splitting with particular emphasis focusing on elucidating the charge transfer characteristics of metal NCs. Moreover, objective discussion and personal opinions on quintessential works are specifically provided. Future perspectives and challenges of metal NCs-based photosystems are eventually highlighted. We hope this perspective article would inspire ongoing interest in unleashing the emerging potentials of atomically precise metal NCs for solar energy conversion.
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- 2021
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11. Evaluating sustainability of cultural festival tourism: From the perspective of ecological niche
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Zou, Yongguang, Meng, Fang, Bi, Jian, and Zhang, Qing
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Cultural festivals symbolize cultural identities and serve as a carrier of national emotions. Evaluating the sustainability of cultural festivals tourism has long presented challenges for festival organizers and attendees. Based on the ecological niche theory, this paper presents a theoretical framework including the environment, resources, demands, and spatiotemporal niches to establish an evaluation system to analyze the sustainability of cultural festival tourism. Using an analytic hierarchy process, the sustainability of the Lantern Festival in 34 regions of China was empirically assessed. Results indicate that the environmental niche has the greatest impact on the sustainability of cultural festival tourism, and local government support plays a key role in sustainable festival development. Theoretical and practical implications are discussed based on the results.
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- 2021
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12. Tin Chloride Sulfates A3Sn2(SO4)3–xCl1+2x(A = K, Rb, Cs; x= 0, 1) as Multifunctional Optical Materials
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Ge, Yuwei, Wang, Qiang, Yang, Fei, Huang, Ling, Gao, Daojiang, Bi, Jian, and Zou, Guohong
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The series of alkali-metal tin chloride sulfates A3Sn2(SO4)3–xCl1+2x(A = K, Rb, Cs; x= 0, 1), K3Sn2(SO4)3Cl, Rb3Sn2(SO4)2Cl3, and Cs3Sn2(SO4)2Cl3, were successfully synthesized through an improved mild hydrothermal method. Interestingly, in addition to the cation size effect, the structure-directing effect of anions induces different symmetries in the three title compounds, with K3Sn2(SO4)3Cl being noncentrosymmetric, while Rb3Sn2(SO4)2Cl3and Cs3Sn2(SO4)2Cl3are centrosymmetric. Powder second-harmonic generation (SHG) measurements indicate that K3Sn2(SO4)3Cl is a nonlinear optical material that is type I phase matchable with a weak SHG response (0.1× KDP). Photoluminescence tests reveal that the three title compounds emit strong greenish yellow, orange, and salmon light, respectively, under UV excitation, indicating that they are promising inorganic solid fluorescent materials. Simultaneously, a detailed structural analysis of all the known tin(II) halide sulfates has been performed, which will guide the systematic exploration of high-performance tin(II)-based functional materials in the future.
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- 2021
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13. Highly Dispersed Mo Sites on Pd Nanosheets Enable Selective Ethanol-to-Acetate Conversion
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He, Shenglan, Liu, Yue, Li, Hongjian, Wu, Qianbao, Ma, Dongsheng, Gao, Daojiang, Bi, Jian, Yang, Yaoyue, and Cui, Chunhua
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The fermentation of biomass allows for the generation of major renewable ethanol biofuel that has high energy density favorable for direct alcohol fuel cells in alkaline media. However, selective conversion of ethanol to either CO2or acetate remains a great challenge. Especially, the ethanol-to-acetate route usually demonstrates decentoxidation current density relative to the ethanol-to-CO2route that contains strongly adsorbed poisons. This makes the total oxidation of ethanol to CO2unnecessary. Here, we present a highly active ethanol oxidation electrocatalyst that was prepared by in situ decorating highly dispersed Mo sites on Pd nanosheets (MoOx/Pd) via a surfactant-free and facile route. We found that ∼2 atom % of Mo on Pd nanosheets increases the current density to 3.8 A mgPd–1, around 2 times more active relative to the undecorated Pd nanosheets, achieving nearly 100% faradic efficiency for the ethanol-to-acetate conversion in an alkaline electrolyte without the generation of detectable CO2, evidenced by in situ electrochemical infrared spectroscopy, nuclear magnetic resonance, and ion chromatography. The selective and CO2-free conversion offers a promising strategy through alcohol fuel cells for contributing comparable current density to power electrical equipment while for selective oxidation of biofuels to useful acetate intermediate for the chemical industry.
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- 2021
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14. Selective Enhancement of Viewing Angle Characteristics and Light Extraction Efficiency of Blue Thermally Activated Delayed Fluorescence Organic Light-Emitting Diodes through an Easily Tailorable Si3N4Nanofiber Structure
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Park, Jun-Young, Lee, Seungwon, Bi, Jian Cheng, Lee, Ji-Sung, Hwang, Young Hyun, Kang, Byeongwoo, Seok, Jiwon, Park, Seonghyeon, Lim, Dogi, Park, Young Wook, and Ju, Byeong-Kwon
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We selectively improved the viewing angle characteristics and light extraction efficiency of blue thermally activated delayed fluorescence (TADF) organic light-emitting diodes (OLEDs) by tailoring a nanofiber-shaped Si3N4layer, which was used as an internal scattering layer. The diameter of the polymer nanofibers changed according to the mass ratio of polyacrylonitrile (PAN) and poly(methyl methacrylate) (PMMA) in the polymer solution for electrospinning. The Si3N4nanofiber (SNF) structure was fabricated by etching an Si3N4film using the PAN/PMMA nanofiber as a mask, making it easier to adjust parameters, such as the diameter, open ratio, and height, even though the SNF structure was randomly shaped. The SNF structures exhibited lower transmittance and higher haze with increasing diameter, showing little correlation with their height. However, all the structures demonstrated a total transmittance of over 80%. Finally, by applying the SNF structures to the blue TADF OLEDs, the external quantum efficiency was increased by 15.6%. In addition, the current and power efficiencies were enhanced by 23.0% and 25.6%, respectively. The internal light-extracting SNF structure also exhibited a synergistic effect with the external light-extracting structure. Furthermore, when the viewing angle changed from 0° to 60°, the peak wavelength and CIE coordinate shift decreased from 20 to 6 nm and from 0.0561 to 0.0243, respectively. These trends were explained by the application of Snell’s law to the light path and were ultimately validated through finite-difference time-domain simulations.
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- 2024
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15. Slow-Release Drug–Drug Cocrystals of Oxaliplatin with Flavonoids: Delaying Hydrolysis and Reducing Toxicity
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Yin, He-Mei, Wu, Nan, Zhou, Bi-Jian, Hong, Ming-Huang, Zhu, Bin, Qi, Ming-Hui, and Ren, Guo-Bin
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Oxaliplatin (OXA) is a third-generation, platinum-based anticancer agent that is reported to induce cell toxicity in normal cells, which severely limits its applications. Its instability in aqua solution plays an important role in the cytotoxic effects. In this study, two novel drug–drug cocrystals of OXA were synthesized using baicalein (BAI) and naringenin (NAR) as cocrystal formers, as well as characterized by single crystal X-ray diffraction, powder X-ray diffraction, Fourier transform-infrared spectroscopy, and thermal analysis. Further evaluation of the dissolution profiles of the two cocrystals presented that they both have a reduced release rate and delayed hydrolysis compared to OXA. Theoretical analyses of the correlation between the structure and dissolution indicate that heterosynthons O–H···O and N–H···O hydrogen bonds are essential for reducing the dissolution rate of the two cocrystals. In addition, cell toxicity was studied using the CCK-8 assay, with the result that OXANAR may possess higher safety and OXABAI may have more significant effects on inhibiting cancer cells when compared to OXA.
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- 2021
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16. Bi3+-Doped BaYF5:Yb,Er Upconversion Nanoparticles with Enhanced Luminescence and Application Case for X-ray Computed Tomography Imaging
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Luo, Ran, Chen, Lei, Li, Qinyu, Zhou, Jie, Mei, Linqiang, Ning, Zhanglei, Zhao, Yan, Liu, Mengjiao, Lai, Xin, Bi, Jian, Yin, Wenyan, and Gao, Daojiang
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In this work, BaYF5:20%Yb3+/2%Er3+/x%Bi3+(abbreviated as BaYF5:Yb,Er,Bix, where x= 0–3.0) upconversion nanoparticles (UCNPs) with various doping concentrations of Bi3+were synthesized through a simple hydrothermal method. The influence of the doping amount of Bi3+on the microstructures and upconversion luminescence (UCL) properties of the BaYF5:Yb,Er,BixUCNPs was studied in detail. The doping concentration of Bi3+has little influence on the microstructures of the UCNPs but significantly impacts their UCL intensities. Under excitation of a 980 nm near-IR laser, the observed UCL intensities for the BaYF5:Yb,Er,BixUCNPs display first an increasing trend and then a decreasing trend with an increase in the ratio x, giving a maximum at x= 2.5. A possible energy-transfer process and simplified energy levels of the BaYF5:Yb,Er,BixUCNPs were proposed. The potential of the BaYF5:Yb,Er,BixUCNPs as contrast agents for computerized tomography (CT) imaging was successfully demonstrated. An obvious accumulation of BaYF5:Yb,Er,Bixin tumor sites was achieved because of high passive targeting by the enhanced permeability and retention effect and relatively low uptake by a reticuloendothelial system such as liver and spleen. This work paves a new route for the design of luminescence-enhanced UNCPs as promising bioimaging agents for cancer theranostics.
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- 2020
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17. Basin Hopping Genetic Algorithm for Global Optimization of PtCo Clusters
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Huang, Rao, Bi, Jian-Xiang, Li, Lei, and Wen, Yu-Hua
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In general, searching the lowest-energy structures is considerably more time-consuming for bimetallic clusters than for monometallic ones because of the presence of an increasing number of homotops and geometrical isomers. In this article, a basin hopping genetic algorithm (BHGA), in which the genetic algorithm is implanted into the basin hopping (BH) method, is proposed to search the lowest-energy structures of 13-, 38-, and 55-atom PtCo bimetallic clusters. The results reveal that the proposed BHGA, as compared with the standard BH method, can markedly improve the convergent speed for global optimization and the possibility for finding the global minima on the potential energy surface. Meanwhile, referencing the monometallic structures in initializations may further raise the searching efficiency. For all the optimized clusters, both the excess energy and the second difference of the energy are calculated to examine their relative stabilities at different atomic ratios. The bond order parameter, the similarity function, and the shape factor are also adopted to quantitatively characterize the cluster structures. The results indicate that the 13- and the 55-atom systems tend to be icosahedral despite different degrees of lattice distortions. In contrast, for the 38-atom system, Pt10Co28, Pt11Co27, Pt17Co21, Pt19Co19, Pt20Co18, and Pt30Co8tend to be disordered, while Pt21Co17presents a defected face-centered cubic (fcc) structure, and the remaining clusters are perfect fcc. The methodology and results of this work have referential significance to the exploration of other alloy clusters.
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- 2020
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18. Challenges for Global Sustainable Nitrogen Management in Agricultural Systems
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Liu, Lei, Zhang, Xiuying, Xu, Wen, Liu, Xuejun, Li, Yi, Wei, Jing, Gao, Meng, Bi, Jian, Lu, Xuehe, Wang, Zhen, and Wu, Xiaodi
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Nitrogen (N) losses from agricultural production contribute to detrimental impacts on water, soil, air, and human health. However, it is still lacking in evaluating global N budgets in agricultural systems. Hence, we conducted a global analysis on the current status of the N flows in the agricultural systems, explored the possible mitigation measures and challenges, and investigated the existing regulations on controlling N pollution. Globally, agricultural soils received a total of 73 kg of N ha–1year–1on average, including N fertilizer plus manure (61%), atmospheric N deposition (10%), and N litters and fixation (29%). The estimated global NH3loss to total N inputs was 17%, which led to a loss of $15 billion year–1. The N use efficiency (NUE) in Eastern China (33%) was much lower than that in the Eastern United States (65%) or Western Europe (61%), leaving much room to enhance the NUE to increase agricultural food production. Meanwhile, higher NH3losses from N fertilizers and manure were found in Eastern China (22%) than the Eastern United States (17%) and Western Europe (17%). We highlight the urgency to improve the NUE and decrease NH3loss with lower environmental consequences. Our results showed high potentials to mitigate NH3volatilization and enhance the NUE by various measures, such as substituting manure N for chemical fertilizer N, applying controlled release fertilizers, and urease inhibitors. These measures should be implemented in combination with the transfer of knowledge to farmers with new technologies and increasing the farm size to enhance the efficiency of agricultural production in the future.
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- 2020
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19. Representing sentiment analysis results of online reviews using interval type-2 fuzzy numbers and its application to product ranking.
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Bi, Jian-Wu, Liu, Yang, and Fan, Zhi-Ping
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SENTIMENT analysis , *PRODUCT reviews , *SOFT sets , *FUZZY numbers , *DECISION making in business - Abstract
• A new approach is proposed for representing sentiment analysis results of online reviews using interval type-2 fuzzy numbers by considering the accuracy rates of sentiment analysis results. • The reasonableness of the interval type-2 fuzzy numbers generated from online reviews is proved. • A method for product ranking based on the interval type-2 fuzzy numbers generated from online reviews is given. • A case study is given to illustrate the use of the proposed method. Online reviews are used as a data source to make a variety of management decisions. An important precondition when using online reviews for decision analysis is knowing how to represent the sentiment analysis results of a large volume of online reviews. Although several approaches have been proposed for this, none of these consider the limited accuracy rates of the sentiment analysis results, which can impact the quality of the decision analysis results. To this end, we propose a new approach for representing the sentiment analysis results using interval type-2 fuzzy numbers that considers the accuracy rates. In the proposed approach, the sentiment analysis results with a 100% accuracy rate are converted into a triangular fuzzy number, and those with limited accuracy rate are regarded as the uncertainty of the membership function. Then, the results with the limited accuracy rate are converted into an interval type-2 fuzzy number. We discuss the related theoretical analysis to illustrate the validity of the proposed approach. Following this, a method for product ranking based on online reviews is described. In the proposed method, the sentiment analysis results of online reviews are represented using interval type-2 fuzzy numbers. Finally, a case study is presented to illustrate the use of the proposed method. [ABSTRACT FROM AUTHOR]
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- 2019
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20. Co0.8Zn0.2MoO4/C Nanosheet Composite: Rational Construction via a One-Stone-Three-Birds Strategy and Superior Lithium Storage Performances for Lithium-Ion Batteries
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Liang, Wenfei, He, Shenglan, Quan, Lijun, Wang, Li, Liu, Mengjiao, Zhao, Yan, Lai, Xin, Bi, Jian, Gao, Daojiang, and Zhang, Wei
- Abstract
CoMoO4has gained great attention as an anode material for lithium-ion batteries owing to its high theoretical capacity of 980 mAh g–1and relatively high electrochemical activity. Unfortunately, CoMoO4anode also has some drawbacks such as low electronic/ionic conductivity, inferior cyclic stability, and relative severe volumetric expansion during the lithiation/delithiation process, greatly inhibiting its further development and application. Herein, we report Co0.8Zn0.2MoO4/C nanosheet composite constructed via a novel and facile one-stone-three-birds strategy. The preparation of the Co0.8Zn0.2MoO4/C nanosheet is based on the following two-step process: the formation of Co/Zn nanosheet precursors derived from Co/Zn-ZIF rhombic dodecahedra via solvothermal pretreatment, followed by a calcination treatment with molybdic acid (H2MoO4) in air. The as-prepared Co0.8Zn0.2MoO4/C is monoclinic crystal structured composite with the in situ formed active carbon, which is well-defined nanosheet with a rough surface and mean thickness of 60–70 nm for a single sheet. This Co0.8Zn0.2MoO4/C nanosheet composite possesses a larger surface area of 37.60 m2g–1, showing a mesoporous structure. When used as anode materials, the as-obtained Co0.8Zn0.2MoO4/C composite can deliver as high as a discharge capacity of 1337 mAh g–1after 300 cycles at 0.2C and still retain the capacity of 827 mAh g–1even after 600 cycles at 1C, exhibiting outstanding lithium storage performances. The higher capacity and superior cyclic stability of the Co0.8Zn0.2MoO4/C composite should be ascribed to the synergistic effect of the substitution of Zn2+, in situ composited active carbon and the as-constructed unique microstructure for the Co0.8Zn0.2MoO4/C composite. Our present work provides a facile one-stone-three-birds strategy to effectively construct the architectures and significantly enhance electrochemical performances for other transition metal electrode materials.
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- 2019
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21. Assessment of creeping discharge initiated by metal particles on the silicone rubber/XLPE interface in cable joints
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Chang, Wen-Zhi, Du, Fei, Bi, Jian-Gang, Yuan, Shuai, Gong, Yan-Peng, and Yang, Yuan
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Creeping breakdown caused by metal particles on the silicone rubber/XLPE interface of prefabricated cable joints often happens. Study on the development process of such insulation defect-led partial discharge (PD) can serve as a basis for the assessment of its severity level. In this paper, metal particles are sandwiched on the rubber/XLPE interface of a 35 kV prefabricated cable joint to simulate a creeping defect.
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- 2019
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22. California's new pest - Bagrada bug
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Bi, Jian
- Subjects
Pests -- Control ,Vegetables -- Diseases and pests -- Protection and preservation ,Agricultural industry - Abstract
Byline: Jian Bi, Entomology Farm Advisor, Monterey County The Bagrada bug, Bagrada hilaris, (also known as the painted bug or harlequin bug) is a serious pest of many vegetable crops [...]
- Published
- 2010
23. Deep-Ultraviolet Mixed-Alkali-Metal Borates with Induced Enlarged Birefringence Derived from the Structure Rearrangement of the LiB3O5
- Author
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Wang, Qian, Yang, Fei, Wang, Xing, Zhou, Jing, Ju, Jia, Huang, Ling, Gao, Daojiang, Bi, Jian, and Zou, Guohong
- Abstract
By introduction of K+, Rb+, and Cs+cations into the classical commercial nonlinear optical crystal LiB3O5(LBO), the series of novel mixed-alkali-metal borates Li2.6K0.4[B5O8(OH)2] (K-LBO), Li2.85Rb0.15[B5O8(OH)2] (Rb-LBO), and Li2.9Cs0.1[B5O8(OH)2] (Cs-LBO) have been obtained under hydrothermal conditions. The steric hindrance effect generated by the introduction of large alkali-metal cations and partial substitution of small Li+cations broke the three-dimensional (3-D) framework of [B3O7]5–borate–oxygen clusters in LBO and resulted in a structure rearrangement to produce infrequent [B10O26]22–2-D layers. The unique layered structure induced an increase in birefringence in A-LBOs (A = K, Rb, Cs), which is favorable for phase matching during second-harmonic generation. All three compounds are potential deep-ultraviolet nonlinear optical materials, which was proved by UV–vis–NIR diffuse reflectance spectroscopy and second-harmonic-generation measurements.
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- 2019
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24. Surfactant-Thermal Synthesis of Amino Acid-Templated Zinc Phosphates with 3-Connected Nets Related to Zeolite ABW
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Huang, Lijuan, Li, Jing, Zeng, Hongmei, Zou, Guohong, Zhao, Yan, Huang, Ling, Bi, Jian, Gao, Daojiang, and Lin, Zhien
- Abstract
Two crystalline zinc phosphates, formulated as Zn(HPO4)(dl-C5H9NO2) (SCU-3) and Zn(HPO4)(C2H5NO2) (SCU-10), were prepared under surfactant-thermal conditions using amino acids as structure-directing agents. Different from traditional zeolites with 4-connected nets, the two compounds have different 3-connected nets related to zeolite ABW. Powder second-harmonic-generation (SHG) measurement shows that SCU-10 is a nonlinear optically active solid with an SHG efficiency about 1.4 times that of KH2PO4.
- Published
- 2019
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25. Sol–Gel Driving LiFe(MoO4)2Microcrystals: High Capacity and Superior Cycling Stability for Anode Material in Lithium Ion Batteries
- Author
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Wang, Li, He, Yuanchuan, Mu, Yanlin, Wu, Bo, Liu, Mengjiao, Zhao, Yan, Lai, Xin, Bi, Jian, and Gao, Daojiang
- Abstract
LiFe(MoO4)2microcrystals have been fabricated via a facile sol–gel driving process. The obtained LiFe(MoO4)2microcrystals are characterized through X-ray diffraction, thermal analysis, scanning electron microscope, transmission electron microscope and high resolution transmission electron microscope. The results demonstrate that the as-synthesized microcrystals possess triclinic structure and exhibit uniform particle size of 1–2 μm. When served as anode material for lithium ion batteries, LiFe(MoO4)2microcrystals display a very high specific capacity of 925 mAh g−1at a current rate of 1 C after 500 cycles and a high retention rate of 88%, showing superior electrochemical performance.
- Published
- 2019
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26. Na(1-x)Lix(Gd0.39Y0.39Yb0.2Er0.02)F4(0 ≤ x≤ 1) Solid Solution Microcrystals: Li/Na Ratio-Induced Transition of Crystalline Phase and Morphology and Their Enhanced Upconversion Emission
- Author
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Luo, Ran, Li, Tao, Chen, Yang, Ning, Zhanglei, Zhao, Yan, Liu, Mengjiao, Lai, Xin, Zhong, Cheng, Wang, Chao, Bi, Jian, and Gao, Daojiang
- Abstract
Na(1-x)Lix(Gd0.39Y0.39Yb0.2Er0.02)F4(0 ≤ x≤ 1) (denoted as Na(1-x)LixReF4) solid solution microcrystals with different microstructures have been synthesized by a facile hydrothermal method. The influences of Li+ion concentration on the morphology, crystal structure, grain size, and upconversion emission of the microcrystals are deeply investigated. It is found that the substitution concentration of Li+not only causes the phase transition but also induces variation in morphology and size. When the substitution concentration of Li+ions is lower (x≤ 0.3), the obtained Na(1-x)LixReF4microcrystals possess hexagonal structure and exhibit hexagonal prism in morphology. Whereas at the higher substitution concentration of Li+ions (x≥ 0.6), the crystalline phase of the final Na(1-x)LixReF4microcrystals transformed into tetragonal structure and their morphology changed into octahedron except for the sample Na(1-x)LixReF4with x= 0.9. Predictably, the obtained Na(1-x)LixReF4microcrystals at the moderate substitution concentration of Li+ions (x= 0.4 and 0.5) own the coexistent phases of hexagonal and tetragonal and display the obvious symbiotic morphologies of hexagonal prism and octahedron. All the samples showed characteristic emission peaks in green and red region with center wavelengths at 522 nm, 542 nm, and 652 nm respectively, and their upconversion intensities initially lift and then drop with the increasing x, giving the maximum at x= 0.5. Specifically, for the codoped Na0.5Li0.5ReF4microcrystal, its UC intensity of the strongest green emission at 542 nm is about 18 times and 73 times greater than that of the codoped NaReF4and LiReF4microcrystals, respectively. Moreover, the variation amplitude of intensity for the green emission bands is much greater than that of the red emission with the increasing x. It could obtain a superior host matrix for upconversion luminescence by means of the formation of Na(1-x)LixReF4solid solution at the feasible substitution concentration of Li+(0.2 < x≤ 0.6).
- Published
- 2018
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27. Centrosymmetric (NH4)2SbCl(SO4)2and Non-centrosymmetric (NH4)SbCl2(SO4): Synergistic Effect of Hydrogen-Bonding Interactions and Lone-Pair Cations on the Framework Structures and Macroscopic Centricities
- Author
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He, Fangfang, Wang, Qian, Hu, Cuifang, He, Wen, Luo, Xueying, Huang, Ling, Gao, Daojiang, Bi, Jian, Wang, Xin, and Zou, Guohong
- Abstract
Two new antimony sulfate chlorides named (NH4)2SbCl(SO4)2and (NH4)SbCl2(SO4) were successfully synthesized through solvent-free synthesis method. (NH4)2SbCl(SO4)2exhibits a three-dimensional framework constructed of [SbCl(SO4)2]2–chains and NH4+ions. And the NH4+cations play the role of charge balance and provide the hydrogen bond constructed with oxygen atoms. (NH4)SbCl2(SO4) shows a two-dimensional layer structure that is composed of the regularly stacked [SbCl2(SO4)]−chains via hydrogen-bonding interactions. Both of the titled compounds possess the same chemical composition and the similar Sb–Cl–SO4chains, while hydrogen-bonding interactions and lone-pair cations play the synergistic effect on the framework structures and macroscopic centricities resulting in that the (NH4)2SbCl(SO4)2is centrosymmetric and the (NH4)SbCl2(SO4) is non-centrosymmetric (NCS). Powder second harmonic generation (SHG) measurements indicated that the NCS compound (NH4)SbCl2(SO4) is type I phase-matchable and exhibits SHG responses of ∼1.7 times that of KH2PO4.
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- 2018
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28. 99mTc-Phy portal perfusion index imaging helps predict the severity of hepatitis B virus cirrhosis: a preliminary study
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Liu, Ning-Hu, Dong, Meng-Jie, Liu, Hao, Lu, Xi-Li, Tian, Dan, Zhang, Jun, Yang, Jun, Sun, Jun-Hui, Wu, Li-Hua, Bi, Jian-Li, and Zhang, Bo
- Published
- 2018
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29. A Facile Synthesis of NiFe2O4 with High Specific Capacitance as Supercapacitor Electrode Material
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Gao, Xi Cheng, Bi, Jian Qiang, Wang, Wei Li, Sun, Guo Xun, Hao, Xu Xia, Yan, Wei Kang, and Wang, Lu
- Abstract
NiFe
2 O4 powders were synthesized by a facile hydrothermal method at 180°C followed by a thermal treatment at 300°C. The phase composition and morphology were analyzed by X-ray diffraction (XRD) and scanning electron microscope (SEM). The results showed that the NiFe2 O4 powders were well-crystallized, and they possessed a particle size in the range of 50-100 nm. The electrochemical property was characterized via cyclic voltammetry (CV) and constant current charge-discharge method. Encouragingly, the NiFe2 O4 powders had an excellent electrochemical property, whose specific capacitance reached 266.84 F/g at the electric current density of 1 A/g due to the small particle size. Compared with other Fe-based metal compound oxides, NiFe2 O4 has a better electrochemical performance, which can be widely used in the supercapacitor electrode materials.- Published
- 2018
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30. Effect of Rare Earth Doping on Electrochemical Properties of Fe2O3 Nanoparticle for Supercapacitor
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Yan, Wei Kang, Bi, Jian Qiang, and Wang, Wei Li
- Abstract
Fe
2 O3 nanoparticle was prepared by a hydrothermal method, and the influence of rare earth elements (Y3+ , Nd3+ and La3+ ) on the electrochemical performance was studied. The crystal structure and microstructure of the synthesized lithium zinc ferrite were characterized by X-ray diffraction (XRD),scanning electron microscopy (SEM). The results show that the powder is well crystallized and the particles are mostly irregular.The electrochemical property was characterized via cyclic voltammetry (CV) and constant current charge-discharge method. The capacitance of the Fe2 O3 nanoparticle is 258.3 F/g, 342.7 F/g after doping Y3+ ,337.1 F/g after doping Nd3+ and 331.2 F/g after doping La3 + . The results show that the rare earth elements (Y3+ , Nd3+ and La3+ ) after the specific capacitance has increased, more suitable for super capacitor materials.- Published
- 2018
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31. Synthesis of Boron Nitride Coating on Graphene
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Sun, Guo Xun, Bi, Jian Qiang, Wang, Wei Li, Hao, Xu Xia, Gao, Xi Cheng, Yan, Wei Kang, and Wang, Lu
- Abstract
A method to synthesize boron nitride (BN) coating on the surface of graphene has been developed. BN coating was synthesized by the direct reaction of sodium borohydride and ammonium chloride at a relatively low temperature of 600 °C. Synthesized sample was characterized by RAM, XRD, FESEM, TEM and XPS. It is revealed that the BN coating combines with graphene through van der Waals interactions, and the elements B and N distribute homogeneously on the surface of graphene. Thermogravimetric analysis showed that the oxidation resistance of the graphene was improved after being coated with BN.
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- 2018
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32. The Effect of Dispersion Method on the Mechanical Properties of Graphene Reinforced Alumina Composites
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Wang, Lu, Bi, Jian Qiang, Wang, Wei Li, Hao, Xu Xia, Gao, Xi Cheng, and Yan, Wei Kang
- Abstract
Due to the remarkable physical and mechanical properties of graphene, it is considered to be one of the most promising reinforcements for structural ceramics. In this paper, the composite material is compacted by hot pressing and the effects of mechanical stirring and ultrasonic on dispersion of graphene in alumina matrix were investigated, which was believed to have a great influence on the mechanical properties of the hot-pressed composites. It is found that from Scanning electron microscopy (SEM) observation. Compared with ultrasonic, the composite, in which graphene was dispersed by mechanical stirring, showed higher bending strength (555.1MPaVS432.3MPa) and fracture toughness (4.4MPa·m
1/2 VS 4.1MPa·m1/2 ). The result is much more promising to be employed in the designing and processing of graphene composites.- Published
- 2018
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33. Size and Electronic Modulation of Iridium Nanoparticles on Nitrogen-Functionalized Carbon toward Advanced Electrocatalysts for Alkaline Water Splitting
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Wang, Hua, Ming, Mei, Hu, Min, Xu, Caili, Wang, Yi, Zhang, Yun, Gao, Daojiang, Bi, Jian, Fan, Guangyin, and Hu, Jin-Song
- Abstract
Developing efficient catalytic materials for electrochemical water splitting is important. Herein, uniformly dispersed and size-controllable iridium (Ir) nanoparticles (NPs) were prepared using a nitrogen-functionalized carbon as the support (Ir/CN). We found that nitrogen functionalization can simultaneously modulate the size of Ir NPs to substantially enhance the catalytically active sites and adjust the electronic structure of Ir, thereby promoting electrocatalytic activity for water splitting. Consequently, the as-synthesized Ir/CN shows excellent electrocatalytic performance with overpotentials of 12 and 265 mV for hydrogen and oxygen evolution reactions in basic medium, respectively. These findings may pave the way for designing and synthesizing other similar materials as efficient catalysts for electrochemical water splitting.
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- 2018
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34. Hydrogen Bonding Assisted Construction of Graphite-like Deep-UV Optical Materials with Two Types of Parallel π-Conjugated Units
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He, Fangfang, Wang, Qian, Liu, Mengjiao, Huang, Ling, Gao, Daojiang, Bi, Jian, and Zou, Guohong
- Abstract
Three new formic-borates Na(COOH)[B(OH)3](H2O)2(1), K3(COOH)3[B(OH)3]2(2), and (HCOOH)3[B(OH)3]2·3H2O (3), containing two types of planar π-conjugated BO3and HCOO groups, have been synthesized via systematic investigations in A–HCOO–BO3(A = alkali metal) systems using hydrothermal methods. Compounds 1and 2crystallize in the centrosymmetric space groups Pnmaand C2/c, and compound 3crystallizes in the non-centrosymmetric space groups Pn, respectively. All the three titled compounds exhibited three-dimensional (3-D) frameworks with a parallel arrangement of B(OH)3and HCOO planar π-conjugated units through hydrogen bonding assisted construction. Particularly, compounds 2and 3showed a graphite-like layer structure. In compound 1, the Na(COOH)[B(OH)3] chains are connected with water molecules by hydrogen bonding to form the 3-D framework. In 2, graphite-like {(COOH)3[B(OH)3]2}3–layers composed of HCOO and B(OH)3groups construct the 3-D framework through the bridging of charge-balance cations K+located at the interlayer space. Compound 3exhibits a 3-D framework through the lattice water molecules and graphite-like (HCOOH)3[B(OH)3]2layers interconnecting with each other via hydrogen bonding. By further comparison, the size of Na+, K+cations and water molecules brought the discrepancy and affected the framework structure and centricity of the three titled compounds. Second harmonic generation (SHG) studies indicated that compound 3has moderate SHG responses of approximately 0.7 times that of KH2PO4(KDP). The UV–vis diffuse reflectance spectroscopy of the powder samples indicated that the short-wavelength absorption edges of all three compounds were below 200 nm, and they are potential deep-UV optical materials.
- Published
- 2018
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35. An extension of Green’s area theorem.
- Author
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Bi, Jian
- Subjects
- *
FALSE alarms , *SENSORY discrimination , *SENSES , *RECEIVER operating characteristic curves , *CURVE fitting , *PREDICTION theory - Abstract
In signal detection theory (SDT), the well-known Green’s area theorem establishes an equivalence between the area under the receiver operating characteristic (ROC) curve with the hit probability ( H ) and the false-alarm probability ( F ) in the yes–no paradigm and the proportion of correct responses ( P c ) of an unbiased observer in the two-alternative forced-choice (2AFC) paradigm. This theoretical note extends Green’s area theorem from the 2AFC to the specified ‘ M + N ’, which is a generalization of many sensory discrimination forced-choice methods including the 2AFC as its special case. It is demonstrated that the area under the ROC curve with the hit probability h ( H ,N) and the false-alarm probability f ( F ,M) equals the P c of an unbiased observer in the specified ‘ M + N ’. An analytical expression of a general psychometric function for the specified ‘ M + N ’ is derived. A logistic variant of the general psychometric function is also provided. [ABSTRACT FROM AUTHOR]
- Published
- 2018
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36. Encased Copper Boosts the Electrocatalytic Activity of N-Doped Carbon Nanotubes for Hydrogen Evolution
- Author
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Zhang, Yun, Ma, Yuling, Chen, Yu-Yun, Zhao, Lu, Huang, Lin-Bo, Luo, Hao, Jiang, Wen-Jie, Zhang, Xing, Niu, Shuai, Gao, Daojiang, Bi, Jian, Fan, Guangyin, and Hu, Jin-Song
- Abstract
Nitrogen (N)-doped carbons combined with transition-metal nanoparticles are attractive as alternatives to the state-of-the-art precious metal catalysts for hydrogen evolution reaction (HER). Herein, we demonstrate a strategy for fabricating three-dimensional (3D) Cu-encased N-doped carbon nanotube arrays which are directly grown on Cu foam (Cu@NC NT/CF) as a new efficient HER electrocatalyst. Cu nanoparticles are encased here instead of common transition metals (Fe, Co, or Ni) for pursuing a well-controllable morphology and an excellent activity by taking advantage of its more stable nature at high temperature and in acidic or alkaline electrolyte. It is discovered that metallic Cu exhibits strong electronic modulation on N-doped carbon to boost its electrocatalytic activity for HER. Such a nanostructure not only offers plenty of accessible highly active sites but also provides a 3D conductive open network for fast electron/mass transfer and facilitates gas escape for prompt mass exchange. As a result, the Cu@NC NT/CF electrode exhibits superior HER performance and durability, outperforming most of the reported M@NC materials. Furthermore, the etching experiments together with X-ray photoelectron spectroscopy (XPS) analysis reveal that the electronic modulation from encased Cu significantly enhances the HER activity of N-doped carbon. These findings open up opportunities for exploring other Cu-based nanomaterials as efficient electrocatalysts and understanding their catalytic processes.
- Published
- 2017
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37. Multicolor Tunable Luminescence Based on Tb3+/Eu3+Doping through a Facile Hydrothermal Route
- Author
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Wang, Chao, Zhou, Ting, Jiang, Jing, Geng, Huiyuan, Ning, Zhanglei, Lai, Xin, Bi, Jian, and Gao, Daojiang
- Abstract
Ln3+-doped fluoride is a far efficient material for realizing multicolor emission, which plays an important part in full-color displays, biolabeling, and MRI. However, studies on the multicolor tuning properties of Ln3+-doped fluoride are mainly concentrated on a complicated process using three or more dopants, and the principle of energy transfer mechanism is still unclear. Herein, multicolor tunable emission is successfully obtained only by codoping with Tb3+and Eu3+ions in β-NaGdF4submicrocrystals via a facile hydrothermal route. Our work reveals that various emission colors can be obtained and tuned from red, orange-red, pink, and blue-green to green under single excitation energy via codoping Tb3+and Eu3+with rationally changed Eu3+/Tb3+molar ratio due to the energy transfer between Tb3+and Eu3+ions in the β-NaGdF4host matrix. Meanwhile, the energy transfer mechanism in β-NaGdF4: xEu3+/yTb3+(x+ y= 5 mol %) submicrocrystals is investigated. Our results evidence the potential of the dopants’ distribution density as an effective way for analyzing energy transfer and multicolor-controlled mechanism in other rare earth fluoride luminescence materials. Discussions on the multicolor luminescence under a certain dopant concentration based on single host and wavelength excitation are essential toward the goal of the practical applications in the field of light display systems and optoelectronic devices.
- Published
- 2017
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38. A method for multi-class sentiment classification based on an improved one-vs-one (OVO) strategy and the support vector machine (SVM) algorithm.
- Author
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Liu, Yang, Bi, Jian-Wu, and Fan, Zhi-Ping
- Subjects
- *
SUPPORT vector machines , *SENTIMENT analysis , *BINARY number system , *COMPUTER algorithms , *K-nearest neighbor classification - Abstract
Multi-class sentiment classification is a valuable research topic with extensive applications; however, studies in the field remain relatively scarce. In the present paper, a method for multi-class sentiment classification based on an improved one-vs-one (OVO) strategy and the support vector machine (SVM) algorithm is proposed. First, an improved OVO strategy is proposed wherein the relative competence weight of each binary classifier is determined according to the K nearest neighbors and the class center of each class in the training sample set concerning the binary classifier. A method for multi-class sentiment classification is proposed based on this improved OVO strategy and the SVM algorithm. After converting the training texts into term feature vectors, the important features (terms) for multi-class sentiment classification are selected using the information gain (IG) algorithm. A binary SVM classifier is then trained on the training feature vectors of each pair of sentiment classes. To identify the sentiment class of a test text, a confidence score matrix of multiple SVM classifiers is constructed based on the results of multiple SVM classifiers. Using this score matrix, the sentiment class of the test text can be determined using the improved OVO strategy. The results of our experimental studies show that the performance of the proposed method is significantly better than that of the existing methods for multi-class sentiment classification. [ABSTRACT FROM AUTHOR]
- Published
- 2017
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39. Mitochondrial dynamics changes with age in an APPsw/PS1dE9 mouse model of Alzheimer’s disease
- Author
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Xu, Lin-Lin, Shen, Yang, Wang, Xiao, Wei, Li-Fei, Wang, Ping, Yang, Hui, Wang, Cun-Fu, Xie, Zhao-Hong, and Bi, Jian-Zhong
- Abstract
Increasing research suggests that mitochondrial defects play a major role in Alzheimer’s disease (AD) pathogenesis. We aimed to better understand changes in mitochondria with the development and progression of AD. We compared APPsw/PS1dE9 transgenic mice at 3, 6, 9, and 12 months old as an animal model of AD and age-matched C57BL/6 mice as controls. The learning ability and spatial memory ability of APPsw/PS1dE9 mice showed significant differences compared with controls until 9 and 12 months. Mitochondrial morphology was altered in hippocampus tissue of APPsw/PS1dE9 mice beginning from the third month. ‘Medullary corpuscle’, which is formed by the accumulation of a large amount of degenerative and fragmented mitochondria in neuropils, may be the characteristic change observed on electron microscopy at a late stage of AD. Moreover, levels of mitochondrial fusion proteins (optic atrophy 1 and mitofusin 2) and fission proteins (dynamin-related protein 1 and fission 1) were altered in transgenic mice compared with controls with progression of AD. We found increased levels of fission and fusion proteins in APP/PS1 mice at 3 months, indicating that the presence of abnormal mitochondrial dynamics may be events in early AD progression. Changes in mitochondrial preceded the onset of memory decline as measured by the modified Morris water maze test. Abnormal mitochondrial dynamics could be a marker for early diagnosis of AD and monitoring disease progression. Further research is needed to study the signaling pathways that govern mitochondrial fission/fusion in AD.
- Published
- 2017
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40. Influence mechanism of microstructure variation on mechanical properties of laser melting deposition Ti-6Al-4V alloy under electroshocking treatment
- Author
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Wen, Yan, Bi, Jian, Zhou, Jian, Guo, Haojie, Yi, Junlan, Wang, Liqiang, Hua, Lin, and Xie, Lechun
- Abstract
In this work, the electroshocking treatment (EST) was applied on the Ti-6Al-4V alloys prepared by laser melting deposition (LMD), and the evolutions of microstructure and mechanical property were investigated. The results indicated that the size of columnar grains in LMD Ti-6Al-4V was reduced after EST, and the α refinement was obvious. The basketweave microstructure existed due to the effect of EST. The results of electron backscatter diffraction (EBSD) showed that EST could reduce the orientation concentration and weaken the texture. The texture in Ti-6Al-4V was formed during LMD, and it became uniform and weak after EST. On the mechanical properties, the microhardness of specimen increased after EST with 0.04 s, and the yield strength changed little and the strain increased more obviously because of the microregion phase transition. The compression fracture morphology revealed that the fracture mode of LMD Ti-6Al-4V changed from the brittle fracture to ductile fracture because of the microstructure variation. Based on above results, it demonstrates that EST is a new exploration method to manipulate the microstructure of LMD titanium alloys and modify the comprehensive mechanical properties of LMD titanium alloys.
- Published
- 2023
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41. Artificial Electric Field Algorithm with Greedy State Transition Strategy for Spherical Multiple Traveling Salesmen Problem
- Author
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Bi, Jian, Zhou, Guo, Zhou, Yongquan, Luo, Qifang, and Deng, Wu
- Abstract
The multiple traveling salesman problem (MTSP) is an extension of the traveling salesman problem (TSP). It is found that the MTSP problem on a three-dimensional sphere has more research value. In a spherical space, each city is located on the surface of the Earth. To solve this problem, an integer-serialized coding and decoding scheme was adopted, and artificial electric field algorithm (AEFA) was mixed with greedy strategy and state transition strategy, and an artificial electric field algorithm based on greedy state transition strategy (GSTAEFA) was proposed. Greedy state transition strategy provides state transition interference for AEFA, increases the diversity of population, and effectively improves the accuracy of the algorithm. Finally, we test the performance of GSTAEFA by optimizing examples with different numbers of cities. Experimental results show that GSTAEFA has better performance in solving SMTSP problems than other swarm intelligence algorithms.
- Published
- 2022
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42. Reduced streamflow in water-stressed climates consistent with CO2effects on vegetation
- Author
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Ukkola, Anna M., Prentice, I. Colin, Keenan, Trevor F., van Dijk, Albert I. J. M., Viney, Neil R., Myneni, Ranga B., and Bi, Jian
- Abstract
Global environmental change has implications for the spatial and temporal distribution of water resources, but quantifying its effects remains a challenge. The impact of vegetation responses to increasing atmospheric CO2concentrations on the hydrologic cycle is particularly poorly constrained. Here we combine remotely sensed normalized difference vegetation index (NDVI) data and long-term water-balance evapotranspiration (ET) measurements from 190 unimpaired river basins across Australia during 1982–2010 to show that the precipitation threshold for water limitation of vegetation cover has significantly declined during the past three decades, whereas sub-humid and semi-arid basins are not only ‘greening’ but also consuming more water, leading to significant (24–28%) reductions in streamflow. In contrast, wet and arid basins show nonsignificant changes in NDVI and reductions in ET. These observations are consistent with expected effects of elevated CO2on vegetation. They suggest that projected future decreases in precipitation are likely to be compounded by increased vegetation water use, further reducing streamflow in water-stressed regions.
- Published
- 2016
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43. Metabolic Efficiency Promotes Protection From Pressure Overload in Hearts Expressing Slow Skeletal Troponin I
- Author
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Carley, Andrew N., Taglieri, Domenico M., Bi, Jian, Solaro, R. John, and Lewandowski, E. Douglas
- Abstract
Supplemental Digital Content is available in the text.
- Published
- 2015
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44. Adsorption of Microcystin onto Polymer Covered Gold Chips by Quartz Crystal Microbalance-Dissipation Detection
- Author
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Zheng, Bin, Bi, Jian-hong, Dong, Hua-ze, Zhu, Jin-miao, and Liang, Hao-jun
- Published
- 2014
- Full Text
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45. Review of Condition Assessment for Power Transformer
- Author
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Kong, Jin Jiao, Wang, Feng, Li, Yong Liang, Wu, Xu Tao, and Bi, Jian Gang
- Abstract
Transformer is one of the most important equipment in power system, and accurate condition assessment for transformer is the key for condition based maintenance (CBM). So the study of condition assessment is particularly important. In this paper, the function, role and steps of condition assessment, research status, existing problems and future directions are analyzed and summarized. And this paper can be a reference for transformer’s condition assessment.
- Published
- 2014
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46. Exchange Bias of the Fe/Fe3O4 Coated Ag/Hollow Glass Microspheres
- Author
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Li, Ang, Wang, Tian Hui, Wang, Dan, and Bi, Jian Guo
- Abstract
This paper presents an investigation of the exchange bias of the Fe/Fe
3 O4 layer deposited on the Ag/hollow glass microspheres. The results show that exchange bias is affected by different thickness of Fe3 O4 layer which is caused by different reaction time. The exchange bias field (HE ) increases gradually with increasing reaction time, and achieves maximum value when the reaction time reaches 30min; after that, it decreases. It is also found that the changes of exchange bias field (HE ) are proposed to the frozen interfacial spins and the structural lattice disorder- Published
- 2014
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47. Seismic Response Analysis of Twin-Tower Building with Enlarged Base
- Author
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Zhang, Shao Bo, Wei, Ke Lun, and Xiao, Bi Jian
- Abstract
This paper adopts large finite element software ANSYS to establish finite element model of twin-tower building with enlarged base, uses dynamic time history analysis method for seismic response calculation, compare and analyze the calculation results of twin-tower building with enlarged base under elastic boundary conditions and rigid boundary conditions. The results showe that dynamic response for model under elastic boundary conditions is larger than dynamic response for model under rigid boundary conditions, and elastic boundary conditions is more close to the actual situation.
- Published
- 2014
- Full Text
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48. The Develop of Intelligent Electronic Device Platform for Transformer Multi-Condition Monitoring
- Author
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Wang, Hong Jie, Bi, Jian Gang, Yang, Yuan, and Yang, Ning
- Abstract
The intelligent electronic device used for transformer multi condition monitoring platform was designed based on IEC61850 communication protocol. Based on the analysis of condition monitoring parameter, the overall program and module function were elaborated, the function and design method of signal conditioning module, data acquisition and transformer system, threshold setting were discussed in detail. The intelligent electronic device platform can realize comprehensive monitoring of multi state parameters of transformers. The monitored data will be uploaded automatically in case of the monitoring parameters overrunning. The platform is of a high degree of intelligence, good reliability, flexibility, versatility, and scalability.
- Published
- 2014
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49. The Development and Application of Superfine Shaped Acrylic Fiber on Bedclothes
- Author
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Tian, Xiao Di, Ge, Cai Hong, Bi, Jian Wei, He, Rong, and Zhang, Hong Xia
- Abstract
The paper use new environmentally friendly raw materials superfine shaped acrylic fiber as weft and silk as warp to design the weaves and patterns on fabric .The products designed is suitable for developing into bedclothes fabrics with good air permeability and thermal performance.
- Published
- 2014
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50. Diagnosis Method Study of Transformer Windings Deformation Basing on Sweep Frequency of Short-Circuit Impedance
- Author
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Gong, Yan Peng, Xu, Yuan, Wang, Wen Huan, Bi, Jian Gang, Yang, Ning, and Yang, Yuan
- Abstract
Combing the advantages of frequency response method with the advantages of short-circuit impedance method, put forward the sweep frequency short-circuit impedance method. Analyse the windings deformation basing on the mutual difference of short-circuit impedance at different frequencies. The validity of this method is preliminary verified at last.
- Published
- 2013
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