Machine learning-based hydrograph modeling with LSTM: A case study in the Jatigede Reservoir Catchment, Indonesia by Neil Andika, Piter Wongso, Faizal Immaddudin Wira Rohmat, Siska Wulandari, Ammar Fadhil, Riswanto Rosi, Nabila Siti Burnama

“…While the LSTM model shows potential for surrogate hydrograph modeling in data-scarce regions, its ability to predict extreme events remains constrained. …”
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THE DEFINITION OF GEL “ALGOZAN” STABILITY IN THE PROCESS OF STORAGE by D. S. Pulyaev

“…The investigations of the stability research should have the definitions of those soft medical form indices which can influence its quality, safety, efficiency and include physical, chemical, microbiological gel parameters and the stabilizers contents. …”
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Using algae to treat wastewater from vegetables cooking: screeningScreening algal strains and assessing bacterial communities by Jianan Wei, Sisi Ye, Miaoyuan Rao, Mingxiang Ta, Min Wang, Ming Li

“…HXY7, and Chlorella vulgaris FACHB 8 have strong abilities to purify WWVC, and the removal efficiency of TDN, TDP, and TOC is 97.16%, 95.71%, and 95.09%, respectively. …”
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T‐Cell‐Dependent Bispecific IgGs Protect Aged Mice From Lethal SARS‐CoV‐2 Infection by Wenyan Fu, Wei Zhang, Zhongshuai You, Guangyao Li, Chuqi Wang, Changhai Lei, Jian Zhao, Jin Hou, Shi Hu

“…Using animal models of COVID‐19, it is shown that the selective activation of T cells improves the efficiency of treatment in preinfected mice by attenuating disease‐induced weight loss and death. …”
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Adaptive Intelligent Reflecting Surfaces for Enhanced Wireless Communication via Multi-Agent Deep Reinforcement Learning by Sakhshra Monga, Abhishake Bansal, Ibrahim Aljubayri, Nitin Saluja, Chander Prabha, Shivani Malhotra, Prakash Srivastava, Mohammad Zubair Khan

“…Similarly, an IRS deployment with 32 elements enhances MARL’s efficiency by leveraging improved signal reflections, leading to significant performance gains. …”
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Screening High-Biomass Grasses for Cadmium Phytoremediation by Olívia Bibiana Souza Dias, Lucélia Borgo, Deivisson Ferreira da Silva, Alisson de Carli Souza, Tiago Tezotto, Jaco Vangronsveld, Luiz Roberto Guimarães Guilherme, Flávio Henrique Silveira Rabêlo

“…Investigating the ability of non-hyperaccumulator plants to grow in soils polluted by cadmium (Cd) and their potential for phytostabilization or phytoextraction is essential for assessing their use in phytomanagement efficiency. …”
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DIFFERENTIATED APPROACH TO THE PRESERVATION OF THE ROOTS OF TEETH AND THEIR USE IN DENTAL PROSTHETICS by S.V. Irkha

“…Therefore, to be considered appropriate for further clinical and laboratory research to develop sustainable ways to prepare the roots of teeth to orthopedic treatment and improvement known to improve the efficiency of orthopedic treatment of patients with complete or partial defect coronal tooth. …”
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Comparative clinical and economic analysis of using SYSADOA drugs containing chondroitin sulphate or influencing its biosynthesis in the treatment of patients with stage II knee os... by I. V. Sarvilina, A. N. Galustyan, A. K. Hadzhidis, I. S. Sardaryan, N. V. Lavrov, O. A. Gromova, Yu. S. Prokofieva

“…We calculated the cost-effectiveness from the direct costs and treatment efficiency based on the dynamics of pain, functional ability of the joint according to the Lequesne index, as well as the VAS index, the WOMAC index, ultrasound results and quality of life according to the EuroQol-5D questionnaire. …”
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Multi-Objective Improved Differential Evolution Algorithm-Based Smart Home Energy Management System Considering Energy Storage System, Photovoltaic, and Electric Vehicle by Mina GhasemiGarpachi, Moslem Dehghani, Mokhtar Aly, Jose Rodriguez

“…Home energy management systems (HEMSs) are becoming increasingly popular as smart homes become more prevalent, along with their ability to reduce peak network loads and generate and store green energy locally. …”
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ZAS-F: A Zero-Shot Abstract Sub-Goal Framework Empowers Robots for Long Horizontal Inventory Tasks by Yongshuai Wu, Jian Zhang, Shaoen Wu, Shiwen Mao, Ying Wang

“…ZAS-F is an imitation-learning-based method that efficiently learns a task policy from a few demonstrations. …”
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Enhanced vehicle routing for medical waste management via hybrid deep reinforcement learning and optimization algorithms by Norhan Khallaf, Osama Abd-El Rouf, Abeer D. Algarni, Mohy Hadhoud, Ahmed Kafafy

“…Algorithms such as Q-learning and Deep Q Network enhance the efficiency of transport and disposal while reducing environmental pollution risks. …”
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The Effect of Early Intensive Neurological Treatment on the Prognosis of Patients’ Return to Full Functional Capacity after Stroke by Regina Lorencowicz, Anna Krasa, Józef Jasik, Krzysztof Turowski

“…The research results indicate the high efficiency of a professional medical approach in the acute period of vascular disease of the brain. …”
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Camera systems and their user recognition reliability when entering an agri-food complex by Jaroslav Mrázek, Jakub Vošáhlík, Eva Olmrová, Martin Pexa, Zdeněk Aleš, Jakub Čedík

“…This study evaluates the efficiency of various facial recognition camera systems used to control access in agri-food production environments, focusing on their ability to identify individuals based on biometric facial traits. …”
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Use of an ejector to reduce the time of air injection during testing of the containment system at nuclear power plants by Sergii Surkov, Volodymyr Kravchenko, Iryna Korduba, Andrii Golovchenko, Oleksandr Butenko, Serhii Tsybytovskyi, Yuliia Trach

“…After each overload, this system is tested for its ability to perform its functions by determining the integral leakage, which should not exceed a certain value. …”
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Automatic Thyroid Nodule Detection in Ultrasound Imaging With Improved YOLOv5 Neural Network by Daqing Yang, Jianfu Xia, Rizeng Li, Wencai Li, Jisheng Liu, Rongjian Wang, Dong Qu, Jie You

“…An automatic computer-aided diagnosis system with both precision and efficiency is in demand. This retrospective study included 191 ultrasound images of 171 patients (85 benign and 86 malignant) in Wenzhou Central Hospital. …”
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How do the resting EEG preprocessing states affect the outcomes of postprocessing? by Shiang Hu, Jie Ruan, Pedro Antonio Valdes-Sosa, Zhao Lv

“…We found that compared with CE: 1) IPE (EPE) temporal statistics deviated more greatly with more noise injected (brain activities discarded); 2) IPE (EPE) power was higher (lower), and IPE power was almost parallel to that of CE across frequencies, while EPE power deviation decreased with higher frequencies; IPE cross spectra deviated more greatly than EPE, except for β band; 3) derived from 7 coupling measures, IPE (EPE) network had lower (higher) transmission efficiency and worse (better) integration ability; 4) IPE sources distributed more dispersedly with greater strength while EPE sources activated more focally with lower amplitudes; 5) PaLOSi was consistently correlated with varying trends of investigated postprocessing for both simulated and real data. …”
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Counting rare Wolbachia endosymbionts using digital droplet PCR by Alphaxand K. Njogu, Francesca Logozzo, William R. Conner, J. Dylan Shropshire

“…Here, we report three ddPCR assays to measure total Wolbachia abundance, Wolbachia abundance adjusted for DNA extraction efficiency, and Wolbachia density relative to host genome copies. …”
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Exploring the Application of Large Language Models Based AI Agents in Leakage Detection of Natural Gas Valve Chambers by Qian Wei, Hongjun Sun, Yin Xu, Zisheng Pang, Feixiang Gao

“…The traditional detection methods highly depend on manpower with large workload and are prone to missed and false alarms, which seriously affects the efficiency and safety of oil and gas production and transportation. …”
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FedBFGCN: A Graph Federated Learning Framework Based on Balanced Channel Attention and Cross-Layer Feature Fusion Convolution by Hefei Wang, Ruichun Gu, Jingyu Wang, Xiaolin Zhang, Hui Wei

“…Through the organic fusion of these two modules, the FedBFGCN achieves efficient, robust, and more comprehensive node embedding representation, demonstrating excellent performance in node classification and prediction tasks. …”
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Innovative gene delivery systems for retinal disease therapy by Hongguang Wu, Ling Dong, Shibo Jin, Yongwang Zhao, Lili Zhu

“…Viral vectors, including lentiviruses and adeno-associated viruses, exploit the innate ability of viruses to infiltrate cells, which is followed by the introduction of therapeutic genetic material into target cells for gene correction. …”
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