A Survey on Machine Learning Enhanced Integrated Sensing and Communication Systems: Architectures, Algorithms, and Applications by Mikael Ade Krisna Respati, Byung Moo Lee

“…We begin by presenting various system configurations based on the type of radar and target sensing and the sensing source utilized in the ISAC system, as well as real-world ISAC use cases. …”
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Enhanced distillate production of stepped solar still via integration with multi-stage membrane distillation by A. A. Mahgoub, S. M. Elsherbiny, O. A. A. El-Masry, O. A. Elsamni

“…Future research should focus on optimizing stage configurations and evaluating economic feasibility for large-scale applications.…”
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Secure energy outage analysis of UAV swarm-based network. by Tien Hoa Nguyen, Hoang Vu Tran

“…UAVs, often deployed as relay nodes to facilitate communication between a source and a destination, face significant security and energy efficiency challenges, particularly when relying on battery-free configurations. …”
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Hybrid system for water desalination and electricity generation powered by geothermal energy by Mohamed Shafick Zoromba, Mohamed Helmy Abdel-Aziz, Alaa Attar, M. Bassyouni, O.A. Al-Qabandi, Yasser Elhenawy

“…The proposed system focused on Organic Rankine Cycle (ORC) technology for applications in water desalination combined heat and power (CHP) generation and the recovery of low-temperature geothermal heat. Several ORC configurations were explored to obtain power from low-temperature heat sources. …”
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Proposal for an Energy Efficiency Index for Green Hydrogen Production—An Integrated Approach by Luciano T. Barbosa, Pedro A. C. Rosas, José F. C. Castro, Samuel D. Vasconcelos, Paulo H. R. P. Gama, Douglas C. P. Barbosa

“…The methodology was developed through a systematic literature review and was applied to four representative case studies sourced from the academic literature, covering diverse configurations and geographies. …”
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A novel smart community: Combining a flexible heating system as electrical demand response to enhance local renewable energy integration by Yufei Xi, Yuguang Song, Meng Chen, Jiansheng Zhang, Lin Cheng, Zhe Chen

“…A hybrid solution architecture combining branch-and-reduce with multi-learning-task is proposed to efficiently solve the mixed-integer nonlinear programming (MINLP) model and generate multiple optimal Pareto solutions. Case studies on different system configurations validate the superior performance of the proposed SC in reducing operating costs and carbon emissions while enhancing local renewable energy integration. …”
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Simulation of a packed column for the removal of Pb (II) from solution using Theobroma cacao L. as a bioadsorbent by Candelaria Nahir Tejada Tovar, Ángel Villabona Ortiz, Angel Dario Gonzalez Delgado

“…Among these pollutants is Pb (II), which enters water sources primarily as a result of anthropogenic activities. …”
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medAL-suite: A software solution for creating and deploying complex clinical decision support algorithms by Ludovico Gennaro Cobuccio, Vincent Faivre, Rainer Tan, Alan Vonlanthen, Fenella Beynon, Emmanuel Barchichat, Alain Fresco, Quentin Girard, Sinan Ucak, Sylvain Schaufelberger, Ibrahim Evans Mtebene, Peter Agrea, Emmanuel Kalisa, Gillian A. Levine, Martin Norris, Sabine Renggli, Alix Miauton, Lisa Cleveley, Kristina Keitel, Julien Thabard, Valérie D’Acremont, Alexandra V. Kulinkina

“…Abstract Background Sub-optimal healthcare quality in low-resource settings is attributed in part to poor adherence to clinical guidelines. …”
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A Scalable All-Digital Near-Memory Computing Architecture for Edge AIoT Applications by Masoud Nouripayam, Arturo Prieto, Joachim Rodrigues

“…An open-source RISC-V MCU is chosen as the target platform due to its flexibility and low-power architecture. …”
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Bonding of timber and high-performance concrete by Tomáš Vlach, Nick Vanheeswijck, Jan Macháček, Eliška Kafková, Věra Kabíčková, Jakub Hájek

“…The findings highlight the potential of timber-concrete composite systems high-performance concrete to achieve high shear strength and structural integrity through optimized adhesive and rib configurations. The goal is to make maximum use of the material’s mechanical potential and significantly reduce the primary sources of raw materials. …”
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Torsional Vibration Characterization of Hybrid Power Systems via Disturbance Observer and Partitioned Learning by Tao Zheng, Hui Xie, Boqiang Liang

“…The series–parallel hybrid powertrain combines the advantages of both series and parallel configurations, offering optimal power performance and fuel efficiency. …”
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_maria_: A novel simulator for forecasting (sub-)mm observations by J. van Marrewijk, T. W. Morris, T. Mroczkowski, C. Cicone, S. Dicker, L. Di Mascolo, S. K. Haridas, J. Orlowski-Scherer, E. Rasia, C. Romero, J. Würzinger

“…Nonetheless, fluctuations in the atmosphere limit the accurate retrieval of signals from astronomical sources. Therefore, we introduce a user-friendly simulator named _maria_ to optimize scanning strategies and instrument designs to efficiently reduce atmospheric noise and filtering effects. …”
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Segregation-dislocation self-organized structures ductilize a work-hardened medium entropy alloy by Bojing Guo, Dingcong Cui, Qingfeng Wu, Yuemin Ma, Daixiu Wei, Kumara L. S. R, Yashan Zhang, Chenbo Xu, Zhijun Wang, Junjie Li, Xin Lin, Jincheng Wang, Xun-li Wang, Feng He

“…These findings set a precedent for optimizing the mechanical behavior of alloys via tuning dislocation configurations.…”
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Digital Low-Altitude Airspace Unmanned Aerial Vehicle Path Planning and Operational Capacity Assessment in Urban Risk Environments by Ouge Feng, Honghai Zhang, Weibin Tang, Fei Wang, Dikun Feng, Gang Zhong

“…The study employs a vertical–horizontal grid partitioning technique to achieve airspace grid-based modeling, classifying and configuring “management-operation” grids. By integrating multi-source heterogeneous data, including building structures, population density, and sheltering factor, a grid-based discrete risk quantification model is established to evaluate comprehensive mid-air collision risk, ground impact risk, third-party risk, and UAV turning risk. …”
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Development of intelligent controller for high performance electric drives with hybrid CSA and RERNN technique by J. Prabhakaran, P. Thirumoorthi, M. Mathankumar, S. P. Mangaiyarkarasi

“…The primary objective is to control the speed of electric drives using complex mechanical configurations and variable parameters. The CSA optimizes the voltage source inverter’s control signal, while RERNN predicts the optimal control signal. …”
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Urban Recreational Space Heat-Emotion Distribution and Matching Pattern Based on Machine Learning: A Case Study of Guangzhou City by Wang Fuyuan, Zhang Zhiyu, Xie Yuanjing, Yang Xinyi, Sun Miao

“…Using Guangzhou as a case study, this study harnesses big data sourced from Ma Feng Wo and Ctrip. Based on machine learning techniques, it discerns recreational emotions and synergizes Geographic Information System (GIS) spatial analysis with heat-emotion matching analysis. …”
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Mass transpiration impact on effectiveness of heat transport of ternary hybrid nanofluid with velocity slip by S. Bilal, Muhammad Yasir

“…Admirable utilizations about the dynamical movement of rheological materials over exponentially shrinking configurations in industrial and technological fields have mesmerized investigators. …”
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Influence of ground control point reliability and distribution on UAV photogrammetric 3D mapping accuracy by Haonan Zhong, Yansong Duan, Pengjie Tao, Zuxun Zhang

“…Previous studies have predominantly focused on overall accuracy metrics, often overlooking local variations in error distribution and failing to conduct thorough analysis of error sources, potentially resulting in inefficiencies and reduced photogrammetric 3D mapping accuracy due to sub-optimal GCP deployment and processing strategies. …”
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CO2 concentration-based comparison of EMAR and MCFC technologies for carbon capture: Energy and life cycle cost assessments by Ata Chitsaz, Morteza Khalilian, Amirhossein Hasanzadeh

“…This study compares the performance of two advanced CCS technologies: molten carbonate fuel cells (MCFCs) and electrochemically mediated amine regeneration (EMAR). Optimized configurations for both systems were developed, and their energy performance and lifecycle costs were evaluated. …”
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Enhancing the experience and outcomes of children with complex care needs in acute paediatric settings: a realist review protocol by Jane Coad, Eyal Cohen, Rachel Williams, Joseph C Manning, Emma Popejoy, Alison Pearson

“…The review will result in a programme theory which will include context-mechanism-outcome configurations and provide data to support claims of generative causation.Ethics and dissemination Ethical approval is not required for this review as it does not involve primary research. …”
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