Beyond single company climate risk disclosure: event-based physical risk reporting by Victor Wattin Håkansson, Simona Meiler, Sarah Hülsen, Leonie Villiger, Mathilde Bossut, Jamie W McCaughey, Chahan M Kropf, David N Bresch

“…We propose a transparent, replicable, open-source methodology using event-loss tables to present per-event impact data. …”
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Smart Farming Solutions: A User-Friendly GUI for Maize Tassel Estimation Using YOLO With Dynamic and Fixed Labelling, Featuring Video Support by Ata Jahangir Moshayedi, Zhonghua Wang, Maryam Sharifdoust, Arash Sioofy Khoojine, Wei Zhang, Amin Kolahdooz, Jiandong Hu

“…The evaluation process comprised four distinct tests: Test 1, conducted on Dataset 1 with 200 images, assessed seven attention mechanisms (SE, CBAM, GA, LKA, CA, SA, and TA) using deep learning metrics (Precision, Recall, mAP50, mAP50-95, F1-score) and statistical methods (Duncan’s test). Test 2 validated model performance on 370 images from external sources, where YOLO.SA achieved 97.48% accuracy, outperforming YOLO.LKA (95.13%). …”
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Research on Equivalent Circuit Model of Flat Linear Induction Electromagnetic Pump Considering End Effect by BAI Yifan1, YAN Xin2, BI Keming2, YANG Chunwei1, DING Ming1

“…Flat linear induction electromagnetic pump (FLIP) is distinguished by their high reliability and longevity, rendering them one of the optimal choices for the coolant pumping of liquid metal-cooled space nuclear power sources. …”

Adoptive transfer of natural killer cells in therapeutic treatment of COVID-19 patients by Abdulaziz Alamri

“…Methods Various NK cell sources for adoptive therapy are discussed, including peripheral blood, cord blood, and genetically engineered NK cells. …”
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Two-stage amplification mechanism based on flexible hinge by WANG Xuecheng, ZHANG Shijun, CUI Xilong

“…Piezoelectric ceramics serve as the driving source, and a parameter optimization model was developed using Matlab software. …”
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Waste-to-carbon-based supercapacitors for renewable energy storage: progress and future perspectives by Perseverance Dzikunu, Eugene Sefa Appiah, Emmanuel Kwesi Arthur, Samuel Olukayode Akinwamide, Emmanuel Gikunoo, Eric A. K. Fangnon, Kwadwo Mensah-Darkwa, Anthony Andrews, Pedro Vilaça

“…SCs performance tailoring with material structures through the incorporation of different materials to form composites and optimized synthesis methods is an effective strategy. …”
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Application of a Hybrid Model Based on CEEMDAN and IMSA in Water Quality Prediction by GUO Li-jin, WU Hao-tian

“…After integrating decomposition, use of entropy, algorithm optimization, and error correction models, eleven comparative experiments were established to evaluate the effectiveness of each optimization method. …”
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THE IMPORTANCE OF FINANCIAL LEVER IN THE MANAGEMENT OF ALTERNATIVE ENERGY DEVELOPMENT by V. Metelytsya, O. Gubar, V. Chaban, O. Perederii, Y. Hryhorenko

“…This classification proposed in this paper allows us to apply a systematic approach to the selection of effective tools, ways and methods of managing the development and modernization of efficient production and use of energy using renewable energy sources. …”
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FINANCIAL AND ECONOMIC MECHANISM OF ENSURING INVESTMENT ACTIVITY OF ENTERPRISES WITHIN INSTITUTIONAL MODELS OF FINANCING THE REAL SECTOR OF ECONOMICS by Olga Bogutska

“…The goal of the work is the development of a financial and economic mechanism for ensuring the investment activity of enterprises within institutional models for financing the real sector of the economy with determining the optimal ratio of sources for financing investment resources on macro and micro levels when implementing the "state-regulator" and "state-investor" models of financing. …”
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Evaluating regional sustainable energy potential through hierarchical clustering and machine learning by Selen Avcı Azkeskin, Zerrin Aladağ

“…This study’s key contributions lie in integrating clustering and classification methods systematically and providing actionable insights into which renewable energy sources are most suitable for each cluster. …”
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Constructing a Biomass-Data Center Nexus for Circular Economy-Based Energy Systems Integration by Pengya Wang, Li Pan, Guannan He, Gengyin Li, Jie Song, Ming Zhou, Jianxiao Wang

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Statistics on Differences in the Institutional Composition of the National Economy and Issues Related to its Harmonization by O. V. Morozov, A. G. Biryukov, M. A. Vasiliev

“…The methodological basis of the research is formed by works on modular theory of society, public sector economy, and structural harmony of systems. Tabular methods of visualization of research results and statistical methods of source data processing were used. …”
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Biodegradable Packaging Made from Proteins by Samar Sahraee, Jafar Milani

“…Researchers are exploring innovative methods to enhance the film-forming properties of proteins, improve their mechanical strength, and optimize their gas barrier performance. …”
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What guidance are researchers given on how to present network meta-analyses to end-users such as policymakers and clinicians? A systematic review. by Shannon M Sullivan, Doug Coyle, George Wells

“…Electronic databases and supplementary sources were searched for NMA guidelines. Presentation format details related to sample formats, target audiences, data sources, analysis methods and results were extracted and frequencies tabulated. …”
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Application of collaborative innovation between the logical brain and the associative brain in oil and gas gathering and transportation systems by Jing GONG, Siheng SHEN, Daqian LIU, Qi KANG, Shangfei SONG, Haihao WU, Bohui SHI

“…However, technical challenges exists such as complex pipeline networks, multi-source interference, and full-lifecycle management. …”
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Universal domain adaptation for machinery fault diagnosis based on multi‐scale dual attention network and entropy‐based clustering by Chun‐Yao Lee, Guang‐Lin Zhuo

“…However, most existing diagnostic methods assume that the label spaces of the source and target domains are the same. …”
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Development and validation of identification algorithms for five autoimmune diseases using electronic health records: a retrospective cohort study in China by Junting Yang, Junting Yang, Yunxiao Wu, Yunxiao Wu, Jinxin Guo, Jinxin Guo, Xiaoxuan Wang, Xiaoxuan Wang, Xin Gao, Xin Gao, Xin Chen, Xin Chen, Mengdi Zhang, Mengdi Zhang, Jin Yang, Zuojing Liu, Yan Liu, Zhike Liu, Zhike Liu, Siyan Zhan, Siyan Zhan, Siyan Zhan, Siyan Zhan

“…Algorithms for IBD and ITP required synthesis of multiple data sources to achieve acceptable performance (IBD: sensitivity 79.66%, PPV 70.15%; ITP: sensitivity 62.50%, PPV 70.00%). …”
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ANALYSIS OF FACTORS INFLUENCING THE IMPLEMENTATION OF NURSING SUPERVISION BY THE HEAD OF THE ROOM: A SCOPING REVIEW by Endang Nilaprapti, Lidia Hastuti, Wida Kuswida Bhakti

“…Objective: This research uses the Scoping review method Data Sources: In the search using data sources from Google Scholar, Scient Direct and Pubmed. …”
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Regeneration of β-cells of the islet apparatus of the pancreas. Literature review by T. E. Pylaev, I. V. Smyshlyaeva, E. B. Popyhova

“…In this regard, significant efforts of researchers are directed to methods of inducing the proliferation of β-cells, stimulating the formation of β-cells from alternative endogenous sources and/or the generation of β-cells from pluripotent stem cells. …”
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Groundwater treatment by combining the electrokinetic process with permeable reactive barriers containing granular activated carbon by M. Rokneddin, N. Mokhtarani

“…Nitrate and sulfate in water sources cannot be easily separated due to their high solubility, so their separation methods are costly. …”
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