Enhancing Latent Defect Detection in Built-In Spindle Assembly Lines Through Vibration Data Analysis by Kuo-Hao Li, Chao-Nan Wang, Yao-Chi Tang

“…The proactive defect detection and intervention system rectified potential failures at an early stage and improved the overall quality control processes. This proactive approach enhanced operational efficiency and reliability, reduced rework and warranty claims costs, and aligned with industrial needs while addressing a critical gap in academic research. …”
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Dense In Situ Underwater 3D Reconstruction by Aggregation of Successive Partial Local Clouds by Loïca Avanthey, Laurent Beaudoin

“…Assessing the completeness of an underwater 3D reconstruction on-site is crucial as it allows for rescheduling acquisitions, which capture missing data during a mission, avoiding additional costs of a subsequent mission. This assessment needs to rely on a dense point cloud since a sparse cloud lacks detail and a triangulated model can hide gaps. …”
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Key Parameters for Design Analysis and Optimization of Dynamic Inter-Array Power Cable Configurations in Floating Offshore Wind Farms by Anja Schnepf, Ove Tobias Gudmestad

“…A flowchart is provided to aid in choosing variables and constraints in the design and optimization processes.…”
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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

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A web-based training simulator of clinical hyperbaric chamber by Marco Paterni, Francesca Mastorci, Chiara Benvenuti, Pasquale Bufano, Eleonora Melissa, Michele Zanoletti, Vincenzo Lionetti, Marco Laurino

“…Abstract This work describes an innovative simulator for clinical hyperbaric chambers that addresses critical training gaps in hyperbaric medicine. The system provides medical and technical personnel with a risk-free environment to develop essential operational skills without endangering patients or costly equipment. …”
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A Method to Evaluated Gas Content with Coalbed Methane Reservoir Based on Adsorption Theory and Production Analysis by Ruyong Feng

“…However, in the current development evaluation process, it is very difficult to accurately predict the gas content in coal seams. …”
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Understanding Infection, Viral Exacerbation and Respiratory Symptoms at Admission-Longitudinal (UNIVERSAL) study: a prospective observational cohort study protocol by Nicola White, James D Chalmers, Salman Siddiqui, Paul H Lee, Cyrus Daneshvar, James Raftery, Charles Roberts, Philip Mitchelmore, Kerensa Thorne, Stefan J Marciniak, Tom Wilkinson, Angelica Cazaly, Gareth Griffiths, Neil J Greening, Anna Freeman, Alexander Allen, Andrew Cook, Karl J Staples, Tommaso Morelli, Jacqueline Nuttall, James Myerson, Olivia Cox, Emma Chamberlain, Tristan William Clark, Martha Purcell, Pedro Rodrigues, Matthew Pavitt, Michael G Crooks, Emma Tilt, Emma Knox, Monica Gil, Max Ellis, Ingrid Seath, Sandy Aitken, Barbara Costa, Sarah Dudley

“…For patients who lack the capacity to consent, the study complies with the Mental Capacity Act 2005, using a consultee process where a family member, carer or an independent clinician may provide assent on behalf of the patient. …”
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Harmonizing Traditional Journalistic Values With Emerging AI Technologies: A Systematic Review of Journalists’ Perception by Sangyon Oh, Jaemin Jung

“…To effectively integrate AI with journalistic values, the study proposes three strategies: AI technologists should embed journalistic ethics into their processes, journalists should acquire basic AI technical skills, and collaborative platforms should be established to bridge gaps between journalists and technicians. …”
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AKI2ALL: Integrating AI and Blockchain for Circular Repurposing of Japan’s Akiyas—A Framework and Review by Manuel Herrador, Romi Bramantyo Margono, Bart Dewancker

“…By integrating circular economy principles with decentralized technology, AKI2ALL streamlines property transitions, tax validation, and administrative processes, reducing operational costs while preserving embodied carbon in existing structures. …”
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Investigating the hydrogen renaissance in the global energy transition with AI integration by Abderrahim Lakhouit

“…However, its widespread adoption is hindered by challenges such as high production costs, storage limitations, and infrastructure gaps. …”
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Improving older people’s experiences and safety at transitions of care: the PACT mixed-methods study including RCT by Jenni Murray, Ruth Baxter, Jane O’Hara, Laura Sheard, Catherine Hewitt, Natasha Hardicre, Charles Vincent, Eirini Oikonomou, Gerry Richardson, Rosie Shannon, Kalpita Baird, Stephen Brealey, Robbie Foy, Laura Mandefield, Sarah Hampton, Ed Breckin, Lubena Mirza, Alfredo Palacios, Sally Moore, Jayne Marran, Jacqui Elliot, Jane Schofield, Alison Cracknell, Beth Woods, Sarah Cockayne, Thomas Mills, Yvonne Birks, Olivia Joseph, Rebecca Lawton

“…Work package 6: Cluster randomised controlled trial assessing the clinical effectiveness, cost-effectiveness and fidelity of Your Care Needs You with parallel process evaluation Clinical effectiveness trial data collection A cRCT of YCNY. …”
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Bayesian Analysis Enhances Sales and Warranty Strategies for Repairable Industrial Products by Considering Hybrid Deterioration Modes by Chih-Chiang Fang, Liping Ma, Wenfeng Kuo

“…The system’s deterioration is modeled using Non-Homogeneous Poisson processes (NHPP) with power-law failure intensity functions. …”
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Tracking Secondary Raw Material Operational Framework—DataOps Case Study by Gabriel Pestana, Marisa Almeida, Nelson Martins

“…Challenges such as regulatory gaps and quality standards are addressed through standardized processes, open data governance, and innovative algorithms. …”
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Methodology for Occupant Head-Neck Injury Testing in Under-Body Blast Impact Based on Virtual-Real Fusion by Xinge Si, Changan Di, Peng Peng, Cong Xu

“…This approach effectively bridges the gap between biofidelity and cost-efficiency in dummy testing for blast impact scenarios.…”
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Design of a Solar Dryer for Tomatoes. by Bwire, Samlex Sibagaya

“…This project addresses this gap by proposing the design, development, and testing of a solar dryer specifically for drying tomatoes. …”
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Early Fault Detection in Nuclear Systems: A Digital Engineering Approach by Maria Coelho, Kaleb Houck, Logan Browning, Piyush Sabharwall, Christopher Folmar, Jack Cavaluzzi, Patrick McClure, Jack Dunker

“…Through a series of case studies, we highlight specific gaps in the fault detection mechanisms of traditional nuclear design and operation processes, then demonstrate a suite of solutions we are working to implement to address these shortcomings in similar projects. …”
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Feasibility analysis of robots in greenhouses. A case study in European Mediterranean countries by J.C. Moreno, F. Rodríguez, J. Sánchez-Hermosilla, A. Giménez, J.A. Sánchez-Molina

“…It concludes that there are currently gaps in the technical and legal aspects, and that the business model is not profitable at present, however, robotics in agriculture will be fully viable in the future, given the growing trend towards service robots, supported by a strong interest in developing a particular legislative regulation, and a technology that evolves very quickly, reducing its costs and ensuring the sustainability of the processes.…”
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Controlling as a method for ensuring the financial stability of a family business by B. Dost, Ja. Papula

“…For instance, after implementing management accounting, Müller & Söhne GmbH reduced costs by 20%, increased net profit from 500,000 EUR to 600,000 EUR, and increased the current ratio from 1.2 to 1.4. …”
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Predicted quality benefits of achievable performance benchmarks of chronic heart failure care in China: results from a nationwide observational study by Xi Li, Chao Wang, Jingkun Li, Yupeng Wang, Xiaoqiang Bao, Meina Liu, Qiuju Zhang, Chang Yin, Xudong Ma

“…However, there was no evidence for lowering in-hospital mortality, significant savings in cost or shortening LOS.Conclusions Increasing the adherence rate of CHF care and closing the gap in HPCP between hospitals have important implications for improving patient condition.…”
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Simulation analysis of path planning for workpiece clamping robots based on digital twin technology by Xin PAN, Min LIANG, Yanchao YIN, Zhong CHEN

“…Efficient path planning for manipulators is essential in modern CNC machining processes to ensure obstacle-free operations, particularly during complex tasks such as picking, handling, and clamping. …”
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