Energy Management in Microgrids Using Model-Free Deep Reinforcement Learning Approach by Odia A. Talab, Isa Avci

“…This study introduces a novel model-free strategy for real-time energy management in MG aimed at addressing uncertainties without the need for traditional uncertainty modeling techniques. …”
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Biocomposite’s Multiple Uses for a New Approach in the Diagnosis of Parkinson’s Disease Using a Machine Learning Algorithm by Abdallah Al-Husban, Mustafa Mahdi Abdulridha, A. A. Hamad Mohamad, Abdelrahman Mohamed Ibrahim

“…To perform the balancing procedure, a systematic sampling strategy was used to select the data that would be analyzed. …”
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The Long-Term Clinical and Economic Impact of Universal Varicella Vaccination in Slovenia by Colleen Burgess, Stephanie Kujawski, Ajda Lapornik, Goran Bencina, Manjiri Pawaskar

“…We modeled the long-term clinical and economic impact of implementing 2-dose UVV strategies compared with no vaccination in Slovenia. …”
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Explainable quality assessment of effective aligned skeletal representations for martial arts movements by multi-machine learning decisions by Yiqun Pang, Kaiqi Zhang, Fengmei Li

“…Second, to further improve the objectivity and accuracy, an adaptive weighted multi-model decision-making strategy is proposed. In addition, this study is the first to use interpretable artificial intelligence to provide feedback for teaching and learning Wushu. …”
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LSTM Recurrent Neural Network-Based Frequency Control Enhancement of the Power System with Electric Vehicles and Demand Management by G. Sundararajan, P. Sivakumar

“…This research work investigates a deep learning strategy based on a long short-term memory recurrent neural network to identify active power fluctuations in real-time. …”
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Alternative splicing expands the antiviral IFITM repertoire in Chinese rufous horseshoe bats. by Nelly S C Mak, Jingyan Liu, Dan Zhang, Jordan Taylor, Xiaomeng Li, Kazi Rahman, Feiyu Chen, Siddhartha A K Datta, Kin Kui Lai, Zhengli Shi, Nigel Temperton, Aaron T Irving, Alex A Compton, Richard D Sloan

“…These findings demonstrate that alternative splicing is a key strategy for evolutionary diversification in the IFITM family. …”
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A new NCL-targeting aptamer-drug conjugate as a promising therapy against esophageal cancer by Xue Zheng, Ying Wang, Huaiyu Duan, Junqi Hou, Shiming He

“…These findings suggested that the novel NCL-targeting aptamer-drug conjugate constructed based on lidamycin exhibited a strong anti-tumor effect, providing a promising strategy for the targeted treatment of esophageal cancer.…”
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"NEO-OTTOMANISM" IN THE REGIONAL POLICY OF TURKEY by E. T. Mehdiyev

“…The main directions of the strategy of neo are the Middle East, North Africa, Central Asia, the Caucasus, the Crimea, and the Balkans. …”
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Prospects of Foreign Capital Raising for Russian Power Grid Companies by N. N. Shvets, D. L. Val’Kova

“…Prospective investors are mostly concerned about the lack of transparent regulation and clear development strategy of the industry. This is particularly relevant to the tariff system, which has been continuously altered in recent years. …”
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Enhanced Phytoextraction Technologies for the Sustainable Remediation of Cadmium-Contaminated Soil Based on Hyperaccumulators—A Review by Xuerui Cao, Qing Dong, Lihui Mao, Xiaoe Yang, Xiaozi Wang, Qingcheng Zou

“…In situ phytoextraction and remediation technology, particularly focusing on Cd hyperaccumulator plants, has proven to be an effective method for cleaning Cd-contaminated agricultural lands. However, this strategy is often hindered by a long remediation cycle and low efficiency. …”
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Water‐Triggered Reconfigurable Glycerogels for Sustainable All‐Gel Supercapacitors by Md. Tariful Islam Mredha, Adith Varma Rama Varma, Tanish Gupta, Insu Jeon

“…Inspired by the dynamic reconfigurability of biological tissues, which eliminate old/damaged cells and regenerate new ones via biological triggers/signals, a reconfigurable biopolymer gel is presented based on a glycerol‐mediated supramolecular gelation strategy. In response to an eco‐friendly triggering agent water, this gel undergoes on‐demand molecular‐level reconfiguration. …”
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Scheduling Model and Algorithm for Transportation and Vehicle Charging of Multiple Autonomous Electric Vehicles by Xiaoli Wang, Zhiyu Zhang, Mengmeng Jiang, Yifan Wang, Yuping Wang

“…Thirdly, we develop a rapid strategy to optimize the selection of charging stations by combining geographic and deviation distance. …”
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Supergraph Topology Feature Index for Personalized Interesting Subgraph Query in Large Labeled Graphs by Xiaohuan Shan, Haihai Li, Chunjie Jia, Dong Li, Baoyan Song

“…Firstly, an Isotype Structure Graph Compression (ISGC) strategy is proposed to compress similar nodes in a graph to reduce the size of the graph and avoid unnecessary matching. …”
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Role of Probiotics in the Management of Patients with Ulcerative Colitis and Pouchitis by Francesca Bernardi, Fabrizio Fanizzi, Tommaso Lorenzo Parigi, Alessandra Zilli, Mariangela Allocca, Federica Furfaro, Laurent Peyrin-Biroulet, Silvio Danese, Ferdinando D’Amico

“…Understanding the role of the microbiota in pouch health has spurred interest in probiotics as a therapeutic strategy. Probiotics represent a promising avenue in the management of pouchitis, offering a natural and targeted approach to improving outcomes for UC patients. …”
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VANETs Routing Optimization: Combining Message Priority, Free Nodes, and Mobility Direction by Fang Xu, Chunmeng Yang, Hao Chen, Manzoor Ahmed, Min Deng, Yuanlin Lyu

“…To tackle this, we propose a novel routing strategy called MPFD, which enhances message delivery rates and reduces End-to-End (E2E) delay. …”
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An interface-based microscopic model for the failure analysis of masonry structures reinforced with timber retrofit solutions by Fabrizio Greco, Lorenzo Leonetti, Paolo Lonetti, Paolo Nevone Blasi, Arturo Pascuzzo, Giacinto Porco

“… This paper presents a refined Finite Element (FE) modeling strategy for analyzing the failure behavior of regular masonry structures reinforced with timber-based retrofit solutions. …”
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Adaptive hip exoskeleton control using heart rate feedback reduces oxygen cost during ecological locomotion by Ali Reza Manzoori, Davide Malatesta, Alexandre Mortier, Johan Garcia, Auke Ijspeert, Mohamed Bouri

“…Task-specific designs, reliance on complex sensing and extensive data-driven training often limit the practicality of the existing control strategies. To address this challenge, we introduce an adaptive control strategy for hip exoskeletons, emphasizing minimal sensing and ease of implementation. …”
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Operational Evaluation of Part-Time Shoulder Use for Interstate 476 in the State of Pennsylvania by Sean Coffey, Seri Park

“…This strategy aids in addressing a transportation-related issue for major metropolitan areas. …”
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An interface-based microscopic model for the failure analysis of masonry structures reinforced with timber retrofit solutions by Fabrizio Greco, Lorenzo Leonetti, Paolo Lonetti, Paolo Nevone Blasi, Arturo Pascuzzo, Giacinto Porco

“… This paper presents a refined Finite Element (FE) modeling strategy for analyzing the failure behavior of regular masonry structures reinforced with timber-based retrofit solutions. …”
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Graphical Smooth Switching Control Method of Four-Switch Buck-Boost Converter in Fuel Cell Systems by Hongwei Feng, Yuanyuan Liu, Chunping Guo, Ye Li, Tai Li

“…The experimental results fully verify the effectiveness and progressiveness of the control strategy, and provide scientific basis and technical support for the efficient and stable operation of FSBB converter in the fuel cell systems.…”
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