Deep learning modeling of manufacturing and build variations on multistage axial compressors aerodynamics by Giuseppe Bruni, Sepehr Maleki, Senthil K. Krishnababu

“…The deployed model is readily integrated within the manufacturing and build process of gas turbines, thus providing the opportunity to analytically assess the impact on performance with actionable and explainable data.…”
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How much bilateral and multilateral climate adaptation finance is targeting the health sector? A scoping review of official development assistance data between 2009-2019. by Tilly Alcayna, Devin O'Donnell, Sarina Chandaria

“…We anticipate these results will support researchers in developing actionable research on health and climate finance and decision-makers in mobilizing funds to low-resource settings with high health sector adaptation needs.…”
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Evaluating the influence of organizational capability on fundraising success in lebanese non-governmental organizations by Nada Jabbour Al Maalouf, Chadia Sawaya, Jean Elia

“…Contribution and originality: This study addresses a critical gap by examining Lebanon's unique context, where external factors significantly influence fundraising dynamics for NGOs. By offering actionable insights for both NGOs and policymakers, the research advocates for tailored strategies that specifically address local challenges. …”
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An Improved iTransformer with RevIN and SSA for Greenhouse Soil Temperature Prediction by Fahai Wang, Yiqun Wang, Wenbai Chen, Chunjiang Zhao

“…Ultimately, ReSSA-iTransformer not only provides dependable soil temperature forecasts but also delivers actionable insights, thereby facilitating enhanced greenhouse management practices.…”
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Internet of Things (IoT) technologies: features, development prospects and potential threats by Daria Margaza, Yurii Yurchenko

“…For practitioners, this study offers actionable insights on deploying IoT solutions securely and effectively, with an emphasis on risk management. …”
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Lifecycle Risk Assessment for Steel Cargo Vessel Sinkings: An Interpretive Structural Modeling and Fuzzy Bayesian Network Approach by Xiaodan Jiang, Haibin Xu, Yaming Zhu, Yingxia Gu, Shiyuan Zheng

“…To mitigate these risks, actionable insights are provided, including fleet modernization, enhanced regulatory compliance, crew training, and improved emergency preparedness.…”
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Evaluation of tourism ecological security and its obstacles in semi-arid river valley urban: a case study of Lanzhou, China by Kejun Wu, Mengtao Wu, Zhihai An, Hui Jiao

“…Our objectives were to assess the current status of tourism ecological security in Lanzhou and provide actionable policy recommendations. We employed a comprehensive evaluation framework that integrates both qualitative and quantitative methods, including the DPSIR model, mean square deviation, and entropy methods for weight calculation, as well as TOPSIS for overall assessment and coupled coordination degree and obstacle degree models for subsystem analysis. …”
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Enhanced streamflow forecasting using hybrid modelling integrating glacio-hydrological outputs, deep learning and wavelet transformation by Jamal Hassan Ougahi, John S Rowan

“…The comparative analysis illustrates how AI-enhanced hydrological models improve the accuracy of runoff forecasting and provide more reliable and actionable insights for managing water resources and mitigating flood risks - despite the paucity of direct measurements.…”
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The impact of BIM on project time and cost: insights from case studies by Karan Das, Salman Khursheed, Virendra Kumar Paul

“…By integrating empirical analysis with practical applications, this research contributes to the growing body of knowledge on BIM adoption and provides actionable insights for AEC professionals seeking to optimize project outcomes.…”
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A Framework for Resilient Community Microgrids: Review of Operational Strategies and Performance Metrics by Joy Dalmacio Billanes, Bo Nørregaard Jørgensen, Zheng Ma

“…This framework provides actionable insights for practitioners to optimize microgrid design, for policymakers to create adaptive regulations, and for researchers to address knowledge gaps in the field. …”
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How Can Law and Policy Reform Shape Human Resource Strategies in Indonesian State Universities Post-Law No. 20 of 2023? by Siti Mursidah, Cahya Wulandari, Moh Khoiruddin, Muhammad Sayuti Hassan, Ricky Dermawan Fauzi

“…This study contributes by offering actionable recommendations, including increased training and awareness campaigns, simplifying bureaucracy, and expanding budgets for HR development. …”
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Factors Influencing Precision Agriculture Technology Adoption Among Small-Scale Farmers in Kentucky and Their Implications for Policy and Practice by Shreesha Pandeya, Buddhi R. Gyawali, Suraj Upadhaya

“…This research aimed to provide actionable insights that can help farmers overcome existing challenges and capitalize on the benefits of advanced agricultural practices, ultimately contributing to the resilience and sustainability of the agricultural sector. …”
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Mechanisms of corporate digital transformation on asymmetric capital structure adjustment—the mediating role of information asymmetry and financial stability by Jin Li, Zijian Li

“…This research advances the theoretical framework of dynamic capital structure adjustment, expands the scope of digital transformation studies, and provides actionable insights for corporate managers and policymakers in optimizing capital allocation strategies.…”
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Longitudinal analysis of soil erosion dynamics using the RUSLE model in Ethiopia’s Lake Ziway watershed: implications for agricultural sustainability and food security by Degfie Teku, Melak Desta Workie

“…This study bridges critical knowledge gaps, providing actionable insights for policy development aimed at sustainable land management and agricultural resilience.…”
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Rethinking the measurements and predictors of environmental degradation in Ethiopia: Predicting long-term impacts using a kernel-based machine learning approach by Tesfaye Etensa, Tekie Alemu, Mengesha Yayo

“…Given the severity of global environmental degradation, particularly in countries like Ethiopia, it is urgent to rethink its drivers and measurements for actionable policy development. The relationships among these predictors are complex, often nonlinear, non-additive, and include reverse causality, making it difficult for traditional econometric models to capture them. …”
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Classification-augmented survival estimation (CASE): A novel method for individualized long-term survival prediction with application to liver transplantation. by Hamed Shourabizadeh, Dionne M Aleman, Louis-Martin Rousseau, Katina Zheng, Mamatha Bhat

“…Further, we develop novel temporal feature importance methods to understand how different features may vary in survival importance over time, potentially providing actionable insights in real-world survival problems.…”
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Harnessing technological innovation and renewable energy and their impact on environmental pollution in G-20 countries by Siwei Han, Dong Peng, Yuanyuan Guo, Muhammad Umar Aslam, Runguo Xu

“…This research contributes to understanding the intricate dynamics of renewable energy transitions, offering actionable insights for policymakers and stakeholders in addressing global environmental challenges.…”
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A review of the structured framework for sustainability audits in manufacturing organizations by Dharmendra Hariyani, Poonam Hariyani, Sanjeev Mishra, Milind Kumar Sharma

“…Synthesizing insights from 448 Scopus-indexed studies, this study presents a comprehensive audit system or framework that encompasses pre-audit preparation, on-site evaluation, and post-audit reporting. It offers actionable strategies for enhancing sustainability practices, mitigating risks, and creating long-term stakeholder value. …”
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Hybrid optimization of EDLP and high-low pricing strategies by Hamed Karimi

“…Extensive numerical experiments demonstrate the model's effectiveness in increasing sales, thereby contributing to a larger market share while ensuring that profitability remains within acceptable bounds. By providing actionable insights and strategic recommendations, this research offers a practical, scalable solution for optimizing retail pricing strategies in a data-driven and competitive environment, ultimately supporting retailers in their quest to dominate the market.…”
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Bridging the communication gap in agrometeorological services: Enhancing the uptake and effectiveness for users in developing countries by Vieri Tarchiani, Sebastian Grey

“…It addresses how to ensure access to information, identify efficient communication channels, use inclusive technologies, enhance users’ understanding, make information actionable, and gather feedback on information effectiveness. …”
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