Network Security Situational Awareness Based on Improved Particle Swarm Algorithm and Bidirectional Long Short-Term Memory Modeling by Peng Zheng, Yun Cheng, Wei Zhu, Bo Liu, Shuhong Liu, Shijie Wang, Jinyin Bai

“…With the continuous development of information technology, network security risks are also rising, and the ability to quickly perceive network threats has become an important prerequisite and an important means to cope with network risks. …”
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THE SIGNIFICANCE OF COERCION IN THE IMPLEMENTATION OF STATE ADMINISTRATION: THE LEGAL CHARACTERISTICS OF CONVICTION by Radoslav Jankal, Viacheslav Blikhar, Valerii Syrovackyi

“…That is why today it is extremely important not only to find methods and methods that will increase the efficiency of state administration but also to find out their philosophical and legal foundations. …”
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Inhibition of mild steel corrosion and calcium sulfate formation in highly saline synthetic water by a newly synthesized anionic carboxylated surfactant by A.M. Al-Sabagh, M.A. Migahed, S.A. Sadeek, N.M. El Basiony

“…The corrosion protection performance of the used inhibitor was related to its adsorption ability on the MS surface. The adsorption of Tetra-molecules increased the charge transfer resistance of MS. …”
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Antigen targeting and anti-tumor activity of a novel anti-CD146 212Pb internalizing alpha-radioimmunoconjugate against malignant peritoneal mesothelioma by Kim Lindland, Marion Masitsa Malenge, Ruth Gong Li, Roxanne Wouters, Tina Bjørnlund Bønsdorff, Asta Juzeniene, Srdan M. Dragovic

“…The ability of 212Pb-TCMC-mOI-3 to target and inhibit the growth of intraperitoneal mesothelioma xenografts supports targeted radionuclide therapy’s efficacy for metastatic peritoneal mesothelioma. …”
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Activated Carbon Derived from Rice Husk Biomass using Pyrolysis-assisted Tartaric Acid Activation for Removal of Reactive Orange 16 Dye: Adsorption Modeling using Response Surface... by Ahmed Saud Abdulhameed, Ruihong Wu, Abdallah Reghioua, Harun M. Mbuvi, Zaher Mundher Yaseen, Zaharaddeen N. Garba

“…This work demonstrates the ability to use abundant husk biomass to create activated carbon, which can be used as an adsorbent to effectively remove organic dyes…”
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Enhancing data reuse in tunnelling site investigation through transfer learning-based historical data mining by Jiawei Xie, Baolin Chen, Shui-Hua Jiang, Hongyu Guo, Si Xie, Jinsong Huang

“…This method markedly improves the deep learning models’ ability to accurately identify major features from rock images. …”
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Engineering mouse chymotrypsin B1 for improved trypsinogen degradation by Nataly C. Morales Granda, András Szabó, Zsombor Köller, Gábor Pál, Miklós Sahin-Tóth

“…The results will inform the design of preclinical mouse models with higher trypsinogen degradation ability and enhanced resilience against pancreatitis.…”
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A Novel Discrete Branch Bidirectional Solid-State Circuit Breaker Based on Mixture Device by Qingpeng Zeng, Jin Zhu, Songming He, Daoqi Wang, Tongzhen Wei

“…The mixture device solid state circuit breaker (M-SSCB) combines the advantages together and can achieve lower loss, high efficiency, active and reliable blocking at the same time. …”
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PhenoAI: A deep learning Python framework to process close-range time-lapse PhenoCam data by Akash Kumar, Siddhartha Khare, Sergio Rossi

“…PhenoAI will enhance efficiency and accuracy of data extraction for scientists using phenological data for ecological and forestry research.…”
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Investment Potential of Insurance Companies: Ukrainian and European Experience by Liutyi Ihor O., Lialkin Oleksandr S.

“…Insurance companies, especially those engaged in life insurance, are traditionally regarded as powerful institutional investors with substantial financial resources and the ability to undertake long-term investments in the real sector of the economy. …”
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Adsorption Behaviour of Pymetrozine by Four Kinds of Biochar from Aqueous Solution by Liqiang Cui, Jinlong Yan, Guixiang Quan, Cheng Ding, Tianming Chen, Qaiser Hussain

“…The adsorption capacity of BC was increased by 7.2–106.4% at different solution pH (1, 3, 5 and 7). The removal efficiency increased with the addition of BCs and over 70% pymetrozine removal was observed upon addition of up to 8 g l −1 . …”
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Effects of moso bamboo and Sedum plumbizincicola intercropping on transport and accumulation of Cu, Cd and Zn in soil-plant system by LIU Chen, GUO Jia, ZHAO Min, ZHONG Bin, GUO Hua, HOU Shuzhen, XU Weijie, YANG Yun, WANG Renyuan, YE Zhengqian, LIU Dan

“…Intercropping is a simple and feasible method of agricultural management which was applied here to increase plant production and facilitate the efficiency of phytoremediation.A pot experiment based on an intercropping system of moso bamboo seedlings and Sedum plumbizincicola was conducted to investigate its influence on the growth of plants, transfer ability of heavy metals in the system of soil and plant, and the effect on accumulation of Cu, Cd and Zn in different parts of plant.The results showed that the root biomass of S. plumbizincicola which was intercropped with moso bamboo in 2 mm soil decreased significantly, and the biomass of both stems and leaves of moso bamboo which was intercropped with S. plumbizincicola in 5 mm soil was also declined clearly compared with that of moso bamboo in 2 mm soil. …”
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Sustainable Semicrystalline/Nanocrystalline UiO-66-Type Zr-MOFs as Photodegraders of Rhodamine B by Jemal M. Yassin, Abi M. Taddesse, Manuel Sánchez-Sánchez

“…This suggests an interaction between the photocatalyst and the RhB dye, involving electron injection from RhB and the ability for ligand-to-metal charge transfer (LMCT), which enhances the efficient photocatalytic degradation of RhB. …”
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TSAS—YOLOv8: An Optimization Detection Model for Capturing Small Target Features and Processing Key Information by Yongbo Yuan, Linlin Cao

“…In summary, TSAS-YOLOv8 exhibits efficiency and feasibility in small target detection tasks.…”
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Cross-Feature Hybrid Associative Priori Network for Pulsar Candidate Screening by Wei Luo, Xiaoyao Xie, Jiatao Jiang, Linyong Zhou, Zhijun Hu

“…By implementing cross-attention mechanisms and other enhancements for multi-view feature interactions, the model significantly strengthens its ability to capture fine-grained image texture details and weak prior semantic information. …”
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Results of experimental studies of a mobile energy vehicles in a transport unit with an elastic damping mechanism by Senkevich S.Ye., Godzhaev Z.A., Sergeev N.V., Ilchenko Ye.N., Alekseyev I.S.

“…Improving the operational efficiency of mobile energy vehicles is one of the main factors contributing to increased productivity while significantly reducing non-productive energy costs. …”
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Ecological insights on the feeding behaviour of waterbirds in an Important Bird and Biodiversity Area of South West Johor Coast, Malaysia by Nur Athirah Fauzi, Kaviarasu Munian, Nur Aina Amira Mahyudin, Nor Atiqah Norazlimi

“…Feeding behaviour varied significantly by morphology traits, with larger waterbirds demonstrating higher feeding efficiency. Despite lower feeding rates and shorter feeding durations, larger species had a greater percentage of successful feeding attempts, indicating their superior ability to meet energy requirements. …”
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An Advanced Spatio-Temporal Graph Neural Network Framework for the Concurrent Prediction of Transient and Voltage Stability by Chaoping Deng, Liyu Dai, Wujie Chao, Junwei Huang, Jinke Wang, Lanxin Lin, Wenyu Qin, Shengquan Lai, Xin Chen

“…A weighted loss function is introduced during training to enhance the model’s ability to handle instability cases. Experimental validation on the IEEE 118-bus system demonstrates the superiority of the proposed method compared to single stability prediction approaches. …”
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Propagation of <i>Atriplex halimus</i> (Mediterranean Saltbush) in Multi-Contaminated Mine Tailings by Unrooted Cuttings by Marta Canu, Stefano Milia, Stefano Ubaldini, Elena Tamburini, Alessandra Carucci, Giovanna Cappai

“…Phytotechnologies offer sustainable solutions for remediating mine residues by combining site rehabilitation with the potential recovery of secondary and critical raw materials (SRMs and CRMs, respectively), contributing to resource efficiency strategies. This study explored the direct propagation of <i>Atriplex halimus</i> unrooted cuttings into metal-contaminated mine tailings, assessing survival, biomass production, and trace metal accumulation. …”
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SIMULATION OF COMPUTER NETWORK LOAD PARAMETERS OVER A GIVEN PERIOD OF TIME by Yurii Davydovskyi, Oleksandr Reva, Olesia Artiukh, Viktor Kosenko

“…Further development of the method will allow us to predict the times of network congestion requests to improve the efficiency of the computer network being upgraded.…”
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