A systematic review on neutron radiography: applications, advantages, and challenges by Bibin Joseph, Maria Nicolet

“…Data were extracted and analysed according to imaging resolution, penetration depth, contrast efficiency, and application scope. Results The chosen studies for this systemic review documented the better penetration ability of neutron radiography in hydrogenous materials with resolutions of 20–100 µm. …”
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A large language model for advanced power dispatch by Yuheng Cheng, Huan Zhao, Xiyuan Zhou, Junhua Zhao, Yuji Cao, Chao Yang, Xinlei Cai

“…In practical applications, GAIA has demonstrated its ability to enhance decision-making processes, improve operational efficiency, and facilitate better human-machine interactions in power dispatch operations. …”
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Enhanced high-sensitivity multi-layer neutron detector based on LiF:ZnS(Ag) scintillator by Ilan Cohen Zada, Alon Osovizky, Itzhak Orion

“…A primary challenge with the LiF:ZnS(Ag) scintillator is its inherent opacity, limiting its width and consequently, its detection efficiency. Our proposed multi-layer structure addresses this limitation by employing a thin scintillator in each layer. …”
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User Recruitment Algorithm for Maximizing Quality under Limited Budget in Mobile Crowdsensing by Weijin Jiang, Pingping Chen, Wanqing Zhang, Yongxia Sun, Chen Junpeng, Qing Wen

“…It also needs to try its best to ensure the efficiency and profit maximization of the mobile group intelligence perception platform. …”
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Synthesis of Silicate Nanoporous and Its Grafting with Amine and Metal Ligands for the Removal of Cr(VI) in Industry and Environment by Ghasem Zolfaghari, Abolfazl Zanganeh Asadabadi

“…The synthesized nanoadsorbent with an efficiency of 90% had a spontaneous and endothermic adsorption process, and its adsorption capacity did not decrease significantly after 3 regenerations.…”
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Multi-Objective Optimization for Green BTS Site Selection in Telecommunication Networks Using NSGA-II and MOPSO by Salar Babaei, Mehran Khalaj, Mehdi Keramatpour, Ramin Enayati

“…These algorithms were chosen due to their proven efficiency in handling NP-hard optimization problems and their ability to balance exploration and exploitation in search spaces.…”
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Enhancing the mechanical and environmental performance of solidified soil using construction waste and glass micro-powder by Zhiqiang Lai, Yuancai Chen

“…In terms of environmental performance, the combination of CW and GMP enhanced the soil's ability to immobilize heavy metals, with 80 % sequestration efficiency, significantly contributing to soil remediation. …”
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A lightweight Xray-YOLO-Mamba model for prohibited item detection in X-ray images using selective state space models by Kai Zhao, Shufan Peng, Yujin Li, Tianliang Lu

“…Experimental results demonstrate that the proposed model achieves superior performance across three datasets, exhibiting robust performance and excellent generalization ability. Specifically, our model attains mAP50–95 of 74.6% (CLCXray), 43.9% (OPIXray), and 73.9% (SIXray), while demonstrating lightweight efficiency with 4.3 M parameters and 10.3 GFLOPs. …”
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Facile fabrication of a Z-scheme PVA/gelatin based CeO2/g-C3N4 heterojunction aerogel for enhanced visible light mediated photocatalytic degradation of psychoactive drug in aqueous... by Debanjali Dey, Shamik Chowdhury, Ramkrishna Sen

“…The optimised pg-CCN aerogel manifests outstanding photocatalytic degradation efficiency of 95.8 % towards CAF within 180 min of visible light irradiation. …”
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Crowdsourced Indoor Positioning: Integrating 5G NR and WiFi Technologies by P. Ye, L. Chen

“…However, existing crowdsourced positioning solutions are not suitable for typical environments like shopping malls due to the need for additional equipment, and their learning methods often have low computational efficiency and generalization ability in complex environments. …”
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Research on the Magnetorheological Finishing Technology of a High-Steepness Optical Element Based on the Virtual-Axis and Spiral Scanning Path by Chihao Chen, Chaoliang Guan, Meng Liu, Yifan Dai, Hao Hu

“…For aspheric optical elements whose steepness exceeds the machining stroke of the equipment, there is still no better method to achieve high-precision and high-efficiency error convergence. To solve this problem, an MRF method combining virtual-axis technology and a spiral scanning path is proposed in this paper. …”
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Algorithms and applications of the new modified decomposition method to solve initial-boundary value problems for fractional partial differential equations by Mariam Al-Mazmumy, Mona Alsulami, Norah AL-Yazidi

“…This study aims to efficiently solve the class of initial-boundary problems for fractional partial differential equations by expanding the modified Adomian decomposition method. …”
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Geospatial large language model trained with a simulated environment for generating tool-use chains autonomously by Yifan Zhang, Jingxuan Li, Zhiyun Wang, Zhengting He, Qingfeng Guan, Jianfeng Lin, Wenhao Yu

“…Automating the geospatial task solving process can effectively enhance the efficiency of GIS users. Traditionally, researchers tend to design rule-based systems to autonomously solve similar geospatial tasks, which is inflexible and difficult to adapt to different tasks. …”
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A preliminary study on the pathogenesis of venous malformations caused by Tie2-L914F mutations in endothelial cells by QI Yuchen, HUANG Jiadong, LI Tianyi, LENG Chunru, SI Yameng

“…Real-time fluorescence quantitative PCR was used to detect the expression level of Tie2 in endothelial cells expressing exogenous Tie2 and Flag-tagged protein Tie2 protein was detected by western blotting to verify transfection efficiency. The proliferation, apoptosis, migration and tube-forming ability of the cells were determined by CCK-8, flow cytometry, Transwell migration assay and Matrigel matrix gel tube-forming assay. …”
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Synthesis and characterization of a quaternary composite based on RGO/MWCNTs/choline chloride + malonic acid for methyl orange dye adsorption by Zainab Hussein Abd Al-khuder, Faiq F. Karam

“…The results also showed that the adsorption kinetics study of methyl orange dye is of the pseudo-second order, and its surface adsorption ability was tested by reactivating it after each use by washing it with distilled water, and it was found that it has the ability to adsorption after the activation process with the same efficiency, then a decrease occurs in its surface adsorption ability.…”
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Application and progress of temperature-sensitive hydrogels in cartilage injury repair by Long Yu, Long Yu, Kunhao She, Kunhao She, Rui He, Rui He, Qingyu Xu, Qingyu Xu

“…Due to its unique characteristics of being vascularless, neuralless, and without lymphoid tissue, as well as the poor proliferation and migration ability of chondrocytes, the self-repair ability of cartilage after injury is limited. …”
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Approaches for handling imbalanced data used in machine learning in the healthcare field: A case study on Chagas disease database prediction. by André G Coimbra, Cleiane G Oliveira, Matheus P Libório, Hasheem Mannan, Laercio I Santos, Elisa Fusco, Marcos F S V D'Angelo

“…This process is crucial for ensuring the efficiency of algorithms that utilize classification techniques, which are commonly applied in risk management, monitoring, diagnosis, and prognosis of patient health. …”
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ICRA: A study of highly accurate course recommendation models incorporating false review filtering and ERNIE 3.0. by Bing Li, Yuqi Hou, Jiangtao Dong, Biao Yang, Xile Wang

“…Experimental findings highlight ICRA's excellence in predicting user ratings and delivering precise course recommendations efficiently. This capability streamlines course selection on online education platforms, improving learning experiences and efficiency.…”
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Thioredoxin related transmembrane protein 1acts as a prognostic indictor and promotes proliferation and TMZ resistance of lower-grade glioma by Hongyan Hui, Fang Zhou, Sujuan Pei, Wenyan Zhou, Jie Shang, Pengwei Wang, Zhijian Deng, Xiang Zhou

“…These results revealed that TMX1 acts as a strong prognostic biomarker in LGGs, and targeting TMX1 can be an efficient way to increase the TMZ therapy in LGG patients.…”
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Toward Model-Independent Separative Training for Deep Hyperspectral Anomaly Detection With Mask Guidance by Xi Su, Xiangfei Shen, Haijun Liu, Lihui Chen, Gemine Vivone, Xichuan Zhou

“…Based on this mask, we exploit a separative loss function that reconstructs the background and suppresses the anomalies, thus learning a pure background. For efficient anomaly suppression, we propose an anomaly suppression regularization utilizing the second-order Laplacian of Gaussian operator that mitigates the significant variations of the anomalies in the loss function. …”
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