Slope deformation prediction based on GA–BP neural networks by Wenhui TAN, Kai LI, Huimin LIU, Meifeng CAI, Qifeng GUO

“…Currently, a popular approach is using the backpropagation (BP) neural network to construct a time-series deformation prediction model for slopes. …”
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Electrostatic Self-Assembly of Heterostructured In₂O₃/Ti₃C₂T<i>_x</i> Nanocomposite for High-Selectivity NO₂ Gas Se... by Yongjing Guo, Zhengxin Zhang, Hangshuo Feng, Qingfu Dai, Qiuni Zhao, Zaihua Duan, Shenghui Guo, Li Yang, Ming Hou, Yi Xia

“…This work not only expands the gas-sensing application of MXenes, but also demonstrates an avenue for the rational design and construction of NO₂-sensing materials.…”
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A research on the mechanism of SERPINA3 promoting malignant progression and gemcitabine resistance of pancreatic cancer by inhibiting ferroptosis by HE Yuan, GUO Juncheng, YE Zhibin, WANG Xiaohu, LI Haonan, HUANG Jingbiao

“…We constructed the SERPINA3-knockdown cell line si-SERPINA with siRNA, and the negative control group si-SERPINA#NC with siRNA negative control. …”
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Degradation of Tetracycline Hydrochloride by Peroxymonosulfate Activation Using Cu/N Co-Doped Biochar by Lingfeng ZHOU, Teng LI, Yu ZHANG, Zhifeng LIU

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Role of circCCDC138 in early malignant transformation of human lung epithelial cells induced by carbon black nanoparticles by Runfeng LI, Lichun MA, Shulin QIN, Wen LIU

“…A cell model with interference or overexpression of circCCDC138 was constructed, and the expression of circCCDC138 in the cells was detected by quantitative reverse transcription-PCR. …”
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Ultrasensitive colorimetric immunoassay for aflatoxin B1 detection in lotus seed powder based on enhanced catalysis of Au@Pt with in situ deposition of PtNPs by Lei Zhang, Huiqiang Huang, Mengyao Liao, Chenghua Luo, Qiuyue Wu, Rentang Huang, Hongmei Liu, Xiangsheng Zhao, Shumei Wang

“…Au@Pt can be linked to antibodies to construct recognition probes, onto which platinum nanoparticles (PtNPs) are ingeniously deposited in situ to amplify the detection signal, thereby increasing the sensitivity. …”
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High-precision segmentation and quantification of tunnel lining crack using an improved DeepLabV3+ by Zhutian Pan, Xuepeng Zhang, Yujing Jiang, Bo Li, Naser Golsanami, Hang Su, Yue Cai

“…The proposed EDeepLab outperforms other models including U-Net, ResNet and fully convolutional networks in the quantitative analysis of tiny cracks and noise interference.…”
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Spectral purification improves monitoring accuracy of the comprehensive growth evaluation index for film-mulched winter wheat by Zhikai Cheng, Xiaobo Gu, Yadan Du, Zhihui Zhou, Wenlong Li, Xiaobo Zheng, Wenjing Cai, Tian Chang

“…The results showed that the CGEI of winter wheat under film mulching constructed using the FCE method could objectively and comprehensively evaluate the crop growth status. …”
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Automated recognition of deep-sea benthic megafauna in polymetallic nodule mining areas based on deep learning by Guofan Long, Wei Song, Xiangchun Liu, Ziyao Fang, Jinqi An, Kun Liu, Yaqin Huang, Xuebao He

“…To address the lack of relevant datasets, we constructed the Pacific Ocean Benthic Megafauna dataset using images collected during the China Oceanic 45 and 50 surveys. …”
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CIDEB promotes lipid deposition in goat intramuscular adipocytes by Zhuohan Huang, Qi Li, Changheng Yang, Changhui Zhang, Lian Huang, Yaqiu Lin, Yong Wang, Hua Xiang, Jiangjiang Zhu

“…Methods The expression vector pcDNA3.1-CIDEB was constructed and transfected into goat intramuscular preadipocytes; the overexpression and interference efficiency and expression of genes related to lipid metabolism were measured by Real-time polymerase chain reaction; the effect of overexpression of CIDEB and interfering with CIDEB on lipid droplet formation was observed by Oil Red O staining and glycerol phosphate oxidase-Trinder enzymatic reaction. …”
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Establishment and epidemiological investigation of a dual fluorescent qPCR assay for Pasteurella multocida and Salmonella in yaks in the Tibetan Autonomous Prefecture of Garzê, Chi... by Yao Pan, Qingting Yu, Qi Wang, Qiang Li, Wei Tian, Lingxiang Xin, Xing Hu, Haiyue Xiao, Yuanjie Liu, Luo Rong Deng Zhu, Lan Lan, Liangquan Zhu, Jianping Wu

“…Recombinant plasmids were constructed to serve as standards for generating standard curves. …”
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Research on intra-day multi-objective operation control of distribution network system under quantum communication optimization by QIAN Hao, DONG Zhihui, XIANG Jundong, ZHENG Jiewen, TANG Zhipeng, GUO Qiang

“…On the basis of calculating power loss cost, collaborative control investment cost, and flexible load cost, this method constructs a multi-objective collaborative optimization model. …”
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Regulation of CXCR4 function by S1P1 through heteromerization by Hyun-Tae Kim, Jae-Yeon Jeong, Won-Ki Huh

“…CXCL12 binding to CXCR4 remained unchanged in the presence of S1P1, and interference of CXCL12-induced Gαi activation by S1P1 was observed in β-arrestin1/2-deficient cells. …”
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<i>miR-192-2</i> Regulates the Proliferation and Apoptosis of Ovarian Granulosa Cells by Targeting <i>IGFBP2</i> in Zhedong White Geese by Size Wang, Chuicheng Zeng, Yue Pan, Zhengyu Zang, Yuanliang Zhang, Shan Yue, Xiuhua Zhao, He Huang

“…To further investigate the effect of <i>miR-192-2</i> on GC in geese, we screened the target gene of <i>miR-192-2</i> (<i>IGFBP2</i>) and constructed a <i>miR-192-2</i> overexpression and interference vector, synthesized a small interfering RNA for <i>IGFBP2</i>. …”
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Paper strip sensor based on γ-fe2O3@prussian blue nanozyme for H2O2 detection by Zoha Babaei Afrapoli, Sharmin Kharrazi, Fardin Amidi, Ramin Rahimnia, Reza Faridi-Majidi

“…The detection limit of the constructed lateral flow assays (LFA) for H2O2 in acetate buffer was 50.0 µM. …”
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METHOD OF SURGICAL GUIDE MANUFACTURING FOR DENTAL IMPLANTATION by І.V. Pavlish, V.М. Dvornik, N.О. Riabushko

“…Thus a template is made on a stone model which is set in a positioning device (SkyplanX, Bredent (Germany) and Implant 3d, Med 3d (USA)). The original constructions of scanpattern and positioning device for this purpose were developed and build. …”
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Development of an efficient heterologous protein expression platform in Aspergillus niger through genetic modification of a glucoamylase hyperproducing industrial strain by Fufan Gou, Dandan Liu, Chaohui Gong, Kefen Wang, Xingji Wang, Yefu Chen, Qian Liu, Chaoguang Tian

“…This dual-level optimization strategy, which integrates rational genomic engineering with targeted enhancement of the secretory pathway, enabled high-yield expression while minimizing background interference. Together, these findings offer a practical framework for constructing versatile fungal expression systems and highlight the potential of combining genetic and cellular engineering to improve recombinant protein production in filamentous fungi.…”
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A Hierarchical Graph-Enhanced Transformer Network for Remote Sensing Scene Classification by Ziwei Li, Weiming Xu, Shiyu Yang, Juan Wang, Hua Su, Zhanchao Huang, Sheng Wu

“…However, redundant background interference, varying feature scales, and high interclass similarity in remote sensing images present significant challenges for RSSC. …”
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Exploring diagnostic m6A regulators in primary open-angle glaucoma: insight from gene signature and possible mechanisms by which key genes function by Xinyue Zhang, Jiawei Chen, Xiaoyu Zhou, Dengming Zhou, Li Liao, Yang Zhao, Ping Wu, Fen Nie, Zhimin Liao, Ziyan Cai, Xuanchu Duan

“…HTMC oxidative stress cell model and TGF-β2 stimulation cell model were further constructed to verify the expression of the aforementioned hub m6A regulators, and it was found that YTHDC2 mRNA showed the same expression trend in both models. …”
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The Mkx- TGF-β pathway induced the development of the myodural bridge complex in SD rats by Ji-Hang Li, Ji-Hang Li, Wen-Bin Jiang, Lu Zhang, Yun-Feng Liu, Yi-Tong Sun, Hua-Xun Lai, M. Adeel Alam Shah, Wei Ma, Chan Li, Campbell Gilmore, Jian-Fei Zhang, Hong-Jin Sui

“…At the molecular level, Mkx coordinates differentiation processes through dynamic equilibrium of Scx/Egr1/Myod expression profiles while constructing regulatory networks that couple biomechanical-chemical signals via TGF-β pathway activation.…”
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