Multi-layer perceptron-particle swarm optimization: A lightweight optimization algorithm for the model predictive control local planner by Xiaoqing Guan, Tao Hu, Ziang Zhang, Yixu Wang, Yifan Liu, You Wang, Jie Hao, Guang Li

“…This letter reports a lightweight and efficient two-stage solving algorithm for the model predictive control planner. …”
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Management and Operation Transformation of Urban Park Green Spaces from the Perspectives of Public Goods Provision and Fiscal Sustainability by Peiyi JIA

“…Crucially, replacing output-based metrics with outcome-oriented indicators measuring health impacts and social cohesion could realign incentives with public value creation. …”
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Exploring nanoparticle dynamics in binary chemical reactions within magnetized porous media: a computational analysis by Saleem Nasir, Abdallah Berrouk, Asim Aamir

“…Abstract Artificial Neural Networks are incredibly efficient at handling complicated and nonlinear mathematical problems, making them very useful for tackling these challenges. …”
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Polar lights optimizer: A novel algorithm for accurate parameter estimation in proton exchange membrane fuel cells by Mohammad Aljaidi, Pradeep Jangir, Arpita, Sunilkumar P. Agrawal, Sundaram B. Pandya, Anil Parmar, G. Gulothungan, Ali Fayez Alkoradees, Mohammad Khishe, Reena Jangid

“…The experimental data shows that PLO application improves PEMFC system predictive accuracy and operational reliability and energy output performance.…”
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Heat storage for the coupling of Waste Heat Recovery and hydrogen production in a Solid-Oxide electrolyser by Fabiani Titouan, Tochon Patrice, Le Pierres Nolwenn, Dumoulin Pierre

“…., 2015). To operate efficiently, a SOEC system needs a thermal management system capable of heating incoming streams up to the SOEC operating temperature (700-850°C). …”
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Transcriptome Analysis of Low-Temperature-Induced Breaking of Garlic Aerial Bulb Dormancy by Yuhui Dong, Mengjiao Guan, Lixia Wang, Lei Yuan, Xiudong Sun, Shiqi Liu

“…Our results provide a theoretical basis for breaking the dormancy of aerial bulbs with low-temperature treatment to produce virus-free seedlings and increase the output and quality of garlic.…”
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Intracavity-Pumped, Mid-Infrared Tandem Optical Parametric Oscillator Based on BaGa₄Se₇ Crystal by Yixin He, Degang Xu, Jiyong Yao, Yuye Wang, Yangwu Guo, Xianli Zhu, Chao Yan, Longhuang Tang, Jining Li, Kai Zhong, Yicheng Wu, Jianquan Yao

“…A tuning range of 4.1–4.5 μm was obtained with just 5 individual phase matching angles of the BGSe crystal. The maximum output energy of 1.92 mJ/pulse was obtained at 4.26 μm with an estimated slope efficiency of 9.5%.…”
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Using Image-based AI for insect monitoring and conservation - InsectAI COST Action by Tom August, Mario Balzan, Paul Bodesheim, Gunnar Brehm, Lisette Cantú-Salazar, Sílvia Castro, Joseph Chipperfield, Guillaume Ghisbain, Alba Gomez-Segura, Jérémie Goulnik, Quentin Groom, Laurens Hogeweg, Chantal Huijbers, Andreas Kamilaris, Karolis Kazlauskis, Wouter Koch, Dimitri Korsch, João Loureiro, Youri Martin, Angeliki Martinou, Kent McFarland, Xavier Mestdagh, Denis Michez, Charlie Outhwaite, Luca Pegoraro, Nadja Pernat, Lars Pettersson, Pavel Pipek, Cristina Preda, David Rolnick, Tobias Roth, David Roy, Helen Roy, Veljo Runnel, Martina Sasic, Dmitry Schigel, Julie Sheard, Cecilie Svenningsen, Heliana Teixeira, Nicolas Titeux, Thomas Tscheulin, Elli Tzirkalli, Marijn van der Velde, Roel van Klink, Nicolas Vereecken, Sarah Vray, Toke Thomas Høye

“…These groups will address how image-based insect AI technologies can best address Societal Needs, support innovation in Image Collection hardware, create standardised approaches for Image Processing and develop novel Data Analysis and Integration methods for turning data into actionable insights.…”
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Advancing energy optimization in building systems through multi-scale sensitivity, adaptive modeling, and real-time management by Yaser Issam Hamodi Al-Janabi, Sameer Algburi, Omer Al-Dulaimi, Hassan Falah Fakhruldeen, Azamat Makhmudov, Doaa H. Khalaf, Talib Munshid Hanoon, Feryal Ibrahim Jabbar, Ali Khudhair Al-Jiboory, Qusay Hassan, Stella Kiconco

“…Additionally, the integration of principal component analysis helps manage the high correlation among multiple energy outputs at finer scales, leading to substantial computational cost savings. …”
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AUTOMATIC SCORING OF KNOWLEDGE GAINED AND SHARED THROUGH DISCUSSION FORUMS: BASED ON THE COMMUNITY OF INQUIRY MODEL by P.A.L. Nadeesha, T.A. Weerasinghe, W.R.N.S Abeyweera

“…A weighted voting ensemble method was employed to combine the outputs of the individual classifiers. …”
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A guideline study for optimal machine learning approaches to predict the off-design performance of sCO2-PCHEs by Xin Sui, Wenqi Wang, Chunyang Liu, Peixin Dong

“…Two data-driven techniques are introduced to correlate both inputs and outputs, identifying the most pertinent parameter. …”
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Limited data based kinetic modeling and optimization of propionic acid synthesis over supported Rh/C catalyst by László Balogh, Jenő Bódis, Botond Szilágyi, Ágnes Bárkányi, Attila Egedy

“…The atom efficiency of the process is 100% with the possibility of fully separating the products and recirculating the unreacted starting materials. …”
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Regulatory effects of laser irradiation on greenhouse-grown strawberry productivity by LEI Kangqi, YANG Han, CHENG Feng, LEI Yumeng, LI Jianwei, QI Yetong, LI Zhitao, QI Xingjiang

“…Laser technology amplifies light through stimulated emission but has safety limitations in horticultural settings, particularly with short-term high-intensity helium-neon lasers due to their high energy output. Semiconductor lasers, characterized by high photoelectric conversion efficiency, offer potential energy savings. …”
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Point-SPV: end-to-end enhancement of object recognition in simulated prosthetic vision using synthetic viewing points by Ashkan Nejad, Ashkan Nejad, Ashkan Nejad, Burcu Küçükoǧlu, Jaap de Ruyter van Steveninck, Sandra Bedrossian, Joost Heutink, Joost Heutink, Gera A. de Haan, Gera A. de Haan, Frans W. Cornelissen, Marcel van Gerven

“…Our approach prioritizes task-oriented representation, aligning visual outputs with object recognition needs. A behavioral gaze-contingent object discrimination experiment demonstrated that Point-SPV outperformed a conventional edge detection method, by facilitating observers to gain a higher recognition accuracy, faster reaction times, and a more efficient visual exploration. …”
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Optimisation of the deployment of automated external defibrillators in public places in England by Terry P Brown, Lazaros Andronis, Asmaa El-Banna, Benjamin KH Leung, Theodoros Arvanitis, Charles Deakin, Aloysius N Siriwardena, John Long, Gareth Clegg, Steven Brooks, Timothy CY Chan, Steve Irving, Louise Walker, Craig Mortimer, Sandra Igbodo, Gavin D Perkins

“…About 43.4% of the areas (the lower-level super output area) were found to not have a single AED located within their boundary. …”
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A Comprehensive Review of Explainable Artificial Intelligence (XAI) in Computer Vision by Zhihan Cheng, Yue Wu, Yule Li, Lingfeng Cai, Baha Ihnaini

“…We evaluate these methods using metrics such as faithfulness, localization accuracy, efficiency, and overlap with medical annotations. …”
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Identification and Evaluation of Indicators of Science, Technology, and Innovation in Policymaking from the Perspective of Experts by Esmaeil Shirali

“…In the first stage, the library method and a review of various sources were employed to identify the indicators. …”
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A novel ensemble model for multi-temporal forest vegetation classification: integrating spectral-temporal features and topographic constraints by Rongfei Duan, Chunlin Huang, Peng Dou, Jinliang Hou, Ying Zhang

“…Outputting and integrating the results of multiple classifiers provides insights into the model’s classification mechanism, results proved the effectiveness of the feature extraction module and the differences among the integration strategies. …”
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Analyzing and explaining the reflective teacher approach and its role in improving curriculum knowledge: Developing an educational discourse at Farhangian University by Reza Masouminejad

“…The participants were student-teachers in which data was collected through semi-structured interviews (individual and group).The researcher's self-review method, rich description of the data was used to determine the validity of the data, and the parallel analysis method and the systematic process in recording and writing the data were used to determine the reliability. …”
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Energy requirements of Dorper×thin-tailed Han crossbred ewes during non-pregnancy and lactation by Can LOU, Bing-wen SI, Kai-dong DENG, Tao MA, Cheng-gang JIANG, Yan TU, Nai-feng ZHANG, Shou-kun JI, Dan-dan CHEN, Qi-yu DIAO

“…The net energy (NE) and metabolizable energy (ME) requirements for maintenance and growth were calculated using the carbon and nitrogen balance method. The results revealed that the carbon (C) and nitrogen (N) excretions and energy losses at faeces and urine, as well as the output of methane and CO2, increased significantly with decreasing feed intake (P<0.01). …”
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