Pit-Stop Manufacturing: Decision Support for Complexity and Uncertainty Management in Production Ramp-Up Planning by Oleksandr Melnychuk, Jonas Baum, Amon Göppert, Robert H. Schmitt, Tullio Tolio

“…This paper demonstrates the framework’s potential to streamline ramp-up processes and boost competitiveness in volatile manufacturing environments.…”
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Neural Architecture Search for Hyperspectral Image Classification: A Comprehensive Review and Future Perspectives by Aili Wang, Xinyu Liu, Kang Zhang, Haoran Lv, Haibin Wu, Xing Chen, Manman Yao

“…Although deep learning significantly improves classification performance through automatic feature extraction, manually designed network architectures suffer from issues such as dependence on expert experience and lack of flexibility. …”
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The geography and structure of nuclear medicine centres in the Russian Federation in 2025 by L. A. Chipiga, K. N. Kozlova, I. A. Zvonova, A. V. Vodovatov, A. M. Biblin, A. A. Stanzhevsky

“…The development of nuclear medicine has led to an increase in the use of open radionuclide sources and the associated processes of transporting ionising radiation sources and generating radioactive waste. …”
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BlockEdge: Blockchain-Edge Framework for Industrial IoT Networks by Tanesh Kumar, Erkki Harjula, Muneeb Ejaz, Ahsan Manzoor, Pawani Porambage, Ijaz Ahmad, Madhusanka Liyanage, An Braeken, Mika Ylianttila

“…These complex industrial processes, services and applications also have strict requirements in terms of performance - latency in particular - and resource-efficiency, together with high standards for security and trust. …”
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Ethical challenges in collecting pre-existing digital data for linguistic research by Dalmaijer Evi, Stommel Wyke, Pas Berber, Spooren Wilbert

“…In this article, we discuss microethical issues we encountered while collecting electronic text messages, photos, and videos posted on a digital platform and app during paramedical treatment. …”
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Particle Size Optimization of Melinjo (Gnetum gnemon L.) Seed Hardshell: A Potential Antioxidant Alternative by Marlina Indriastuti, I Ketut Adnyana, Rika Hartati, Heni Rachmawati

“…In this context, physical manipulation, specifically particle size reduction, is an effective strategy to address these issues. Previous research has explored active compounds in the stilbenoid group, found in the outer skin, hard shell, and endosperm of melinjo (Gnetum gnemon L.) seeds, functioning as antioxidant. …”
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Updating and 24 H Testing of State Key Laboratory of Clean Energy Utilization’s Thermochemical Iodine–Sulfur Cycle Water-Splitting Hydrogen Production System by Jinxu Zhang, Yong He, Junjie Zeng, Wenlong Song, Wubin Weng, Zhihua Wang

“…To address challenges such as high energy consumption and severe corrosion in traditional processes, the system was updated and optimized by introducing a small-cycle design, simulated using Aspen Plus software, achieving a thermal efficiency of 53%. …”
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Additive manufacturing of thermoset elastomers: A review of emerging technologies by Csenge Tóth, Ábris Dávid Virág, István Halász-Kutasi, Norbert Krisztián Kovács, Tamás Bárány

“…However, these same properties make TSEs challenging to process using additive manufacturing (AM) techniques. …”
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Quantification of Execution and Emission Efficiency of a Fueled Diesel Engine by Nagendra S., Santosh Kumar B., Kiran A. V. N. S., Ramanjaneyalu C., Nagamani K.

“…The transesterification process was used to produce the cottonseed oil biodiesel. …”
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Context Is King: Large Language Models’ Interpretability in Divergent Knowledge Scenarios by Andrés Piñeiro-Martín, Francisco-Javier Santos-Criado, Carmen García-Mateo, Laura Docío-Fernández, María del Carmen López-Pérez

“…As these models grow more complex, understanding their internal workings becomes increasingly challenging, posing significant issues for transparency, interpretability, and explainability. …”
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Integrating LiDAR Point Cloud Classification and Building Footprints for Enhanced 3D LOD Building Modeling: A Deep Learning Approach by L. Lakshmanan, S. Nagarajan

“…3D Building modeling is crucial for urban planning, helping stakeholders make informed decisions on critical issues such as flood risk assessment, urban heat island effect, and sustainable infrastructure development. …”
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The bio-artificial pancreas to treat type 1 diabetes: Perspectives from healthcare professionals in the Netherlands by Dide de Jongh, Eline Bunnik, Behiye Ozcan, Robert Zietse, Emma Massey

“…Results: Three main themes emerged: (1) hoped-for benefits, which included improved clinical outcomes, enhanced sense of normality, reduced mental burden for patients and their significant others, greater societal participation, and lower costs; (2) concerns, which included safety and effectiveness, inequitable access, accurate information, control over self-management, and organizational challenges; and (3) allocating the BAP during initial implementation, which included prioritizing people who lack effective treatment options, people with mental health issues, and vulnerable people. Conclusions: The results of this study are important for researchers and practitioners involved in the development of the BAP, so that they can align its design and the process of clinical implementation with healthcare professionals’ perspectives.…”
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Reconstructing the phylogeny and evolutionary history of freshwater fishes (Nemacheilidae) across Eurasia since early Eocene by Vendula Bohlen Šlechtová, Tomáš Dvořák, Jörg Freyhof, Maurice Kottelat, Boris Levin, Alexander Golubtsov, Vlastimil Šlechta, Joerg Bohlen

“…These expansions were facilitated by tectonic connections, favourable climatic conditions, and orogenic processes. Conversely, aridification emerged as the primary cause of extinction events. …”
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Digital technologies in education: the view of medical students by A. G. Zabolotniy, M. E. Mirgorodskaya, A. O. Moskalenko, A. I. Loseva

“…Despite the overall positive perception, the study identified existing problems, such as a lack of practical skills, data privacy issues, and decreased concentration.Conclusion. The study of students' attitudes towards digital technologies in education reveals both the advantages of digitalization and the disadvantages, which will allow to develop strategies for optimizing digital learning.…”
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Methodology of a hierarchical and automated failure analysis and its advantages by Levent Ergün, Roman Müller Hainbach, Stefan Butzmann

“…We have identified key issues with existing methods and introduce a new approach that leverages computer automation and a model-based framework to enhance the process. …”
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Natural bio-based products for wood coating and protection against degradation: A Review by Carmen-Alice Teacă, Dan Roşu, Fănică Mustaţă, Teodora Rusu, Liliana Roşu, Irina Roşca, Cristian-Dragoş Varganici

“…The present paper focuses on the most recent literature data with significant assessment of specific topics related to these issues.…”
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Localization of Acoustic Emission Source in Rock Using SMIGWO Algorithm by Jiong Wei, Fuqiang Gao, Jinfu Lou, Lei Yang, Xiaoqing Wang

“…The randomly generating initial populations are replaced with the iterative chaotic sequences. The search process is optimized using the convergence factor optimization algorithm based on the inverse incomplete Г function. …”
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Transforming the landscape of cancer treatment with seven promising novel therapies: evolution and future perspectives by Huilei Miao, Yuan Fang, Chongxian Pan, Hanshuo Yang, Zhipeng Wang, Ye Qi, Yan Wu, Ying Zhang, Fangpeng Liu, Huiyao Huang, Yu Tang, Dawei Wu, Ning Li

“…Cell therapies beyond autologous chimeric antigen receptor-T (CAR-T), such as in vivo CAR-T, are advancing with improved manufacturing processes. Gene therapies, such as miRNA-targeting approaches and plant immune protein RDR1, offer new strategies for restoring gene expression. …”
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Comparison of simple and active solar stills for freshwater recovery during lithium brine mining by Celso F. Baspineiro, Victoria Flexer

“…Lithium mining from brines raise environmental issues due to huge volumes of both saline and freshwater being constantly pumped in desertic environments. …”
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Rock image classification based on improved EfficientNet by Kai Bai, Zhaoshuo Zhang, Siyi Jin, Shengsheng Dai

“…Finally, the Lion optimizer is employed to optimize the training process, improving both the accuracy and stability of the model. …”
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