Flight-Safe Inference: SVD-Compressed LSTM Acceleration for Real-Time UAV Engine Monitoring Using Custom FPGA Hardware Architecture by Sreevalliputhuru Siri Priya, Penneru Shaswathi Sanjana, Rama Muni Reddy Yanamala, Rayappa David Amar Raj, Archana Pallakonda, Christian Napoli, Cristian Randieri

“…Predictive maintenance (PdM) is a proactive strategy that enhances safety, minimizes unplanned downtime, and optimizes operational costs by forecasting equipment failures before they occur. …”
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Balancing Innovation and Ethics by Anisa Patel

“…After the lab receives the sample, scientists use DNA sequencing, the process of determining the sequence of nucleotides, to map out the genetics of a person. …”
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Balancing Innovation and Ethics by Anisa Patel

“…After the lab receives the sample, scientists use DNA sequencing, the process of determining the sequence of nucleotides, to map out the genetics of a person. …”
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Impact of industry 4.0 technologies on the oil palm industry: A literature review by Mohamad Akmal Mohamad Zaki, Jecksin Ooi, Wendy Pei Qin Ng, Bing Shen How, Hon Loong Lam, Dominic C.Y. Foo, Chun Hsion Lim

“…However, challenges like high implementation costs and workforce skill requirements remain as barriers to its widespread adoption. …”
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A lightweight deep-learning model for parasite egg detection in microscopy images by Wenbin Xu, Qiang Zhai, Jizhong Liu, Xingyu Xu, Jing Hua

“…Moreover, ablation studies are designed by us to verify the effectiveness of the AFPN and C2f modules in the process of model lightweighting. Results The experimental results show that compared with YOLOv5n, YAC-Net improves precision by 1.1%, recall by 2.8%, the F1 score by 0.0195, and mAP_0.5 by 0.0271 and reduces the parameters by one-fifth. …”
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Ethical Design of Data-Driven Decision Support Tools for Improving Cancer Care: Embedded Ethics Review of the 4D PICTURE Project by Marieke Bak, Laura Hartman, Charlotte Graafland, Ida J Korfage, Alena Buyx, Maartje Schermer

“…Ethical points of attention related to health care policy, such as cost-effectiveness, financial sustainability, and environmental impact, were also identified, along with challenges in the research process itself, emphasizing the importance of epistemic justice, the role of embedded ethicists, and psychological safety. …”
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A scoping review of UK local government workplace health and wellbeing programmes by Austen El-Osta, Sami Altalib, Aos Alaa, Mahmoud Al-Ammouri, Manisha Karki, Eva Riboli-Sasco, Azeem Majeed, Laura Kudrna

“…Initiatives were included if they were designed to enhance workplace health and wellbeing, actively ongoing and offered at no cost to workplaces. Data were extracted on the initiative name, provider, deprivation level, health focus, workplace eligibility and accreditation processes. …”
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Choosing the most suitable NGS technology to combine with a standardized viral enrichment protocol for obtaining complete avian orthoreovirus genomes from metagenomic samples by Sonsiray Álvarez-Narváez, Sonsiray Álvarez-Narváez, Telvin L. Harrell, Islam Nour, Sujit K. Mohanty, Steven J. Conrad

“…Virology researchers are constantly seeking new, cost-effective strategies and bioinformatic pipelines for the retrieval of complete viral genomes from these metagenomic samples. …”
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Assessment of the Benefits of the ISO/IEC 42001 AI Management System: Insights from Selected Brazilian Logistics Experts: An Empirical Study by Alanna Oeiras da Costa Mazzinghy, Raurielly Maria dos Santos e Silva, Reimison Moreira Fernandes, Edney Dias Batista, Ailson Renan Santos Picanço, Nathália Jucá Monteiro, Daniel Meireles de Amorim, Brenda de Farias Oliveira Cardoso, Jonhatan Magno Norte da Silva, Vitor William Batista Martins

“…The results indicate that adopting ISO/IEC 42001 not only promotes process optimization and cost reduction, but also encourages innovation and strengthens competitiveness in the market. (4) Conclusions: The implementation of this standard is vital for companies in the logistics sector, especially in a Brazilian context of major infrastructural and regulatory challenges. …”
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Energy Characterization Method of Resource-efficient Multiple Voltage Thresholds Sampling by WANG Fei, ZHOU Jiawen, CAI Chao

“…However, in conventional MVT sampling process, to record trigger times from one reference voltage threshold would consume one time-to-digital converters (TDC) unit. …”

An Improved Unmanned Aerial Vehicle Forest Fire Detection Model Based on YOLOv8 by Bensheng Yun, Xiaohan Xu, Jie Zeng, Zhenyu Lin, Jing He, Qiaoling Dai

“…Taking into account efficiency and cost-effectiveness, deep-learning-driven UAV remote sensing fire detection algorithms have emerged as a favored research trend and have seen extensive application. …”
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Replacing Gauges with Algorithms: Predicting Bottomhole Pressure in Hydraulic Fracturing Using Advanced Machine Learning by Samuel Nashed, Rouzbeh Moghanloo

“…It has a direct impact on fracture geometry, production efficiency, and cost control. Since the complications present in contemporary operations have proven insufficient to overcome inherent uncertainty, the precision of bottomhole pressure predictions is of great importance. …”
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Strengthening PrEP services at community-based organizations for Latinx men who have sex with men: an implementation science approach by Kyle J. Self, Ariana Johnson, Lacey Craker, Rebe Silvey, Stephen Fallon, Suzanne Randolph Cunningham, Mariano Kanamori

“…Negative influences on implementation included: 1) federal funding restrictions on lab and testing costs that hinder the ability of the CBO to provide no-cost testing to clients; and 2) finding ways to advertise services to LMSM that may not already be familiar with the CBO. …”
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Construction of a Real-Scene 3D Digital Campus Using a Multi-Source Data Fusion: A Case Study of Lanzhou Jiaotong University by Rui Gao, Guanghui Yan, Yingzhi Wang, Tianfeng Yan, Ruiting Niu, Chunyang Tang

“…However, current approaches to constructing these digital environments face several challenges. They often rely on costly commercial platforms, struggle with integrating heterogeneous datasets, and require complex workflows to achieve both high precision and comprehensive campus coverage. …”
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A data-driven approach utilizing machine learning (ML) and geographical information system (GIS)-based time series analysis with data augmentation for water quality assessment in M... by Abhijeet Das

“…A Spatial distribution map using Geographical Information System (GIS) is drawn, which is necessary to provide a full grasp of the actual contamination of the river. …”
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The Food Environment Toolbox: Developing and Piloting a Suite of Tools to Measure Food Environments in Low- and Middle-Income Countries by Shauna M Downs, Wiktoria Staromiejska, Neha Bakshi, Serey Sok, Nyda Chhinh, Punleu Thou, Nayelin Phorn, To Chen, Selena Ahmed, Elizabeth L Fox, Anna Herforth, Suparna Ghosh-Jerath

“…Results: Overall, we included 7 tools in the finalized Toolbox (Participatory Mapping, Seasonal Food Availability Calendar, Food Environment Perceptions Survey, Community Food Environment Mapping, Market Mapping, In-depth Vendor Assessment, and a Cost of a Healthy Diet data collection protocol), all of which were rated positively by workshop participants. …”
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Hybrid Graph Representation and Learning Framework for High-Level Synthesis Design Space Exploration by Pouya Taghipour, Eric Granger, Yves Blaquiere

“…The exponential growth of the design space, poor quality-of-results (QoR) estimation by HLS tools, and lengthy post-implementation runtime have made the HLS DSE process highly challenging and time-consuming. Automating this process could reduce time-to-market and associated development costs. …”
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Increasing uptake of self-management education programmes for type 2 diabetes in primary care: the Embedding research programme including an RCT by Melanie J Davies, Shona Agarwal, Danielle H Bodicoat, Alan Brennan, Simon Dixon, Helen Eborall, Agnieszka Glab, Laura J Gray, Michelle Hadjiconstantinou, Lisa Huddlestone, Nicky Hudson, Anju Keetharuth, Kamlesh Khunti, Caroline Kristunas, Graham Martin, Alison Northern, Mike Patterson, Daniel Pollard, Rebecca Pritchard, Sally Schreder, Jane Speight, Bernie Stribling, Jackie Sturt, Jess Turner, Christina Weis

“…Interpretive thematic analysis informed by normalisation process theory (NPT) was conducted. Workstream 4: assess cost-effectiveness and sustainability and enable implementation For the health economics, the primary (base-case) analysis estimated the costs of embedding activities as implemented across all practices within the RCT, and the discounted quality-adjusted life-years (QALYs) and costs in the intervention and control conditions. …”
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Modeling cultural ecosystem services (Case study: Recreational Ecosystem Services in Behbahan county) by Fatemeh Mohammadyari, Hamid Reza Pourkhabbaz, Shabnam Gholami Chaleshtari

“…In this model, the final recreation map is classified into 9 classes. This model can be used in almost all surveys of the landscape and it is a practical process with principles that force managers to justify management from the three perspectives of resource protection, opportunity for public use, and meeting favorable conditions in the region.Results and discussion: The results of recreational ecosystem service supply in Behbahan county show that the sixth Category (Medium provision - not easily accessible) and the eighth Category (High provision - accessible) in the current situation have the highest and lowest land cover, respectively. …”
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A sustainable path to Modernization: Transforming African cities by Svetlana A. Balashova, Marina S. Reshetnikova, Viktor M. Kadrov, Galina A. Vasilieva, Nadezhda A. Rogozhina

“…Africa is undergoing one of the world's fastest urbanization processes, presenting both opportunities and complex challenges. …”
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