An intelligent prediction method of gas concentration in coal mines based onimproved TCN-TimeGAN by Qingsong HU, Shuo ZHENG, Shiyin LI, Yanjing SUN

“…The experiment results show that the data generated by the proposed model can cover the original data distribution more comprehensively, and the mean square error (MSE), root mean square error (RMSE) and mean absolute error (MAE) of the results predicted from the generated data by the improved model are much smaller than those of the comparison model, and the prediction can be stable and accurate in all time periods.…”
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New food ingredient via acid-tolerant Rhizopus oligosporus growth by A. Massa, M. Baiget, L.J. Rothschild, E. Axpe, C. Carrero-Carralero

“…Fungal biomass exhibited techno-functional properties relevant to food product development tested both on pH 4 and pH 3, showing high water absorption and emulsifying activity, particularly in submerged fermentation at pH 3. …”
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Intelligent design and implementation of blockchain and Internet of things–based traffic system by Qilei Ren, Ka Lok Man, Muqing Li, Bingjie Gao, Jieming Ma

“…In real-life traffic scenarios, it may generate more complex system and data security issues, which will be elaborated and analyzed at the end of this article. …”
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Biomedical applications of organoids derived from the digestive system by Zhensheng Xu, Zhongwen Lei, Qiuhua Cheng, Yuanhui Gao, Yang Xiang

“…This technology not only better recapitulates cell-to-cell interactions, extracellular matrix (ECM) microenvironment, and organ-specific physiological functions but also more closely mimics the human physiological state in vitro. …”
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A Novel Exploration Stage Approach to Improve Crayfish Optimization Algorithm: Solution to Real-World Engineering Design Problems by Harun Gezici

“…The proposed ICOA is compared to 12 recent meta-heuristic algorithms by using the CEC-2014 benchmark set (30 functions, 10 and 30 dimensions), five engineering design problems, and a real-world ROAS optimization case. …”
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PM6/L8‐BO Thin Films through Layer‐by‐Layer Engineering: Formation Mechanism, Energetic Disorder, and Carrier Mobility by Zihao Wen, Rongkun Zhou, Zilong Zheng, Yi Zhao

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RECURRENT DEPRESSIVE DISORDER,TYPE 2 DIABETES MELLITUSAND OXIDATIVE STRESS by P. Marinov, Y. Petkov

“…Because ROS is an essential mediator for the activation of pro-inflammatory signalling pathways, obesity and hyperglycaemia-induced ROS production may favour the induction of M1-like pro-inflammatory macrophages during the onset and progression of diabetes. By generating more reactive oxygen species (ROS) and upregulating markers of chronic inflammation, hyperglycaemia can lead to vascular dysfunction. …”
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Polyzwitterionic hydrogel using waste biomass as solar absorbent for efficient evaporation in high salinity brine by Wenzong Liu, Sihui Wang, Zhenglin Chen, Jiaqi Yang, Zhiling Li, Aijie Wang

“…However, the effective combination of functional evaporator backbones and solar absorbers for SVG enhancement remains challenging in high-salinity brines (≥ 10 wt%). …”
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High-entropy assisted capacitive energy storage in relaxor ferroelectrics by chemical short-range order by Tongxin Wei, Jinzhu Zou, Xuefan Zhou, Miao Song, Yan Zhang, Cewen Nan, Yuanhua Lin, Dou Zhang

“…Abstract Next-generation advanced high/pulsed power capacitors rely heavily on dielectric ceramics with high energy storage performance. …”
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Optimal Path Choice in Railway Passenger Travel Network Based on Residual Train Capacity by Fei Dou, Kai Yan, Yakun Huang, Li Wang, Limin Jia

“…Passenger’s optimal path choice is one of the prominent research topics in the field of railway passenger transport organization. More and more different train types are available, increasing path choices from departure to destination for travelers are unstoppable. …”
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Development of lesion and organ negative cast modelling technique for quality assurance and optimization of nuclear medicine images by Roberto Fedrigo, Robin J. N. Coope, Guillaume Chaussé, Ingrid Bloise, Claire Gowdy, François Bénard, Arman Rahmim, Carlos F. Uribe

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Morphological Research Directions at Neuroscience-Related Institutes of the German Max Planck Society, 1948–2002 by Frank W. Stahnisch

“…Pertaining to these overall developments in the Max Planck Society, a persistence of the “morphological paradigm” (microanatomy, pathology, comparative anatomy, etc.) can be identified as lasting until the 1960s. The newer “functional paradigm” (neurophysiology, electroencephalography, cybernetics, and behavioral studies) only became more visible when the first generations of the scientific leaders left their positions in this national research society. …”
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Glucose-Sensing Carbohydrate Response Element-Binding Protein in the Pathogenesis of Diabetic Retinopathy by Christopher R. Starr, Assylbek Zhylkibayev, Oleg Gorbatyuk, Alli M. Nuotio-Antar, James Mobley, Maria B. Grant, Marina Gorbatyuk

“…These mice underwent retinal functional testing, which was followed by proteomic analysis using LC-MS. …”
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Safety of Magnetic Resonance Imaging in Patients with Cardiac Implantable Electronic Devices by Hugo Lanz, Katharina Strauß, Julia Höpler, Marie Kraft, Sabine Hoffmann, Leonhard Binzenhöfer, Nils Gade, Daniel Roden, Inas Saleh, Stefan Kääb, Korbinian Lackermair, Sebastian Sadoni, Christian Hagl, Steffen Massberg, Heidi Estner, Stephanie Fichtner, Enzo Lüsebrink

“…With an increasing number of patients requiring MRI for diagnostic purposes, the issue of safety in patients with cardiac implantable electronic devices (CIED) undergoing this imaging modality will play an ever more important role. The purpose of this study was to assess the safety and device function following MRI in an unrestricted real-world cohort of patients with a wide array of cardiac devices. …”
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Mechanical Behavior and Energy Evolution of Sandstone considering Slenderness Ratio Effect by Bibo Dai, Xingdong Zhao, Shuwen Zhang, Qian Kang, Zhonghua Zhu

“…When the slenderness ratio, D, is lower than 1.5, complex failures and multiple shear planes are formed, while simple failures and single shear planes are generated at D larger than 1.5. Besides, the AE ringing counts are more obvious with a higher slenderness ratio, D, at the initial compression stage due to the greater body volume and more defects in the sandstone. …”
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Protein Catalysis Through Structural Dynamics: A Comprehensive Analysis of Energy Conversion in Enzymatic Systems and Its Computational Limitations by Sarfaraz K. Niazi

“…Recent studies have suggested that proteins in solution undergo constant deformation due to collisions with water molecules, generating potential energy that can be harnessed for catalytic functions. …”
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Novel MAGT1 Mutation Found in the First Chinese XMEN in Hong Kong by Elaine Yuen Ling Au, Edmund Kwok Kwan Tung, Ricky Wai Ki Ip, Philip Hei Li

“…In recent years, with the advances of molecular diagnostics, more and more patients have been reclassified with more defined entities after their genetic causes were found. …”
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Modified Heisenberg Commutation Relations, Free Schrödinger Equations, Tunnel Effect and Its Connections with the Black–Scholes Equation by Mauricio Contreras González, Roberto Ortiz Herrera, José González Suárez

“…For the position deformation case, the corresponding free wave functions are sinusoidal functions with a variable wave vector <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>k</mi><mo stretchy="false">(</mo><mi>x</mi><mo stretchy="false">)</mo></mrow></semantics></math></inline-formula>. …”
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Product Line Diversification as a Growth Strategy in the E-Commerce Market: From a Startup to a Multi-Million Dollar Company by Vladimir Kochnev

“…With growth needs continuing to rise, more and more E-commerce businesses are becoming prone to adopt product line diversification as a strategic option to enhance their growth, expand their market reach and revenue generation. …”
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A 3D Most Vulnerable Path Search Method for Physical Protection Systems Based on the EASI Model by Aiguo Li, Yanfeng Deng

“…The search efficiency is improved by restricting the intermediate points and the angle between the start and target points and improving the heuristic function. The improved algorithms are simulated and compared, and the results show that the paths generated by the improved algorithms are more reasonable, and the algorithms consume less time and have shorter path lengths.…”
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