Pattern Analysis of the Genotype × Environment Interaction of Seed Yield in Winter Oilseed Rape (WOSR) Mutant Lines using the AMMI Multivariate Method by Hossein Mehripour Azbarmi, Jalal Saba, Bahram Alizadeh, Amir Gholizadeh, Farid Shekari

“…Generally, the results showed the efficiency of the AMMI method in investigating the G × E interaction effect and providing good information about the studied genotypes and environments.…”
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Solar panel fault diagnosis based on the intelligentrecursive method by Saadat Boulanouar, Fengal Boualem

“… The solar panel or solar cell is one of the most important components of the solar system that produces electrical energy with high efficiency compatible with electrical loads, but any defect in this cell can cause its efficiency to decrease. …”
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Home Occupant Archetypes by Marco Antonio ORTIZ SANCHEZ

“…Building upon the aim of this thesis, the following main research question was proposed: How can energy behaviours be studied from a comfort-driven perspective in order to facilitate the development of environmental features that support more efficient occupant behaviours and that provide the comfort needs of the person? …”
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Using natural experiments to evaluate population health interventions: a framework for producers and users of evidence by Peter Craig, Mhairi Campbell, Manuela Deidda, Ruth Dundas, Judith Green, Srinivasa Vittal Katikireddi, Jim Lewsey, David Ogilvie, Frank de Vocht, Martin White

“…Involvement of relevant stakeholders maximises the likelihood of findings being understood, taken up and used for decision-making. Quantitative methods The quantitative methods used will be defined by the research question being investigated and the design features of the evaluation, with a complex systems perspective likely to require a combination of qualitative methods alongside the quantitative methods. …”
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No more laborious stem counting: AI-powered computer vision enables identification and quantification of solid and hollow alfalfa stems at the pixel level by Brandon J. Weihs, Zhou Tang, Somshubhra Roy, Zezhong Tian, Deborah Jo Heuschele, Zhiwu Zhang, Cranos Williams, Zhou Zhang, Garett Heineck, Swayamjit Saha, Zhanyou Xu

“…This study proposed an AI-driven image analysis to replace manual phenotyping methods with high efficiency and accuracy. We developed a novel pipeline that combines YOLOv8n with Otsu’s thresholding and K-means clustering to identify the medoids of internal and external polygons of the stem, thereby quantifying stem traits using pixel-based morphometric masks. …”
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An Innovative Analytical Approach for Multi-Mycotoxin Detection in Craft Beer Using Freeze-Dried Samples, IAC Column and HPLC/ESI-MS/MS by Pietro Andronaco, Rosa Di Sanzo, Francesco Ioppolo, Francesco Ligato, Simone Alberto, Maria Angela Galluccio, Sonia Carabetta, Mariateresa Russo

“…The method leverages the efficiency of multi-mycotoxin immunoaffinity columns, providing streamlined sample preparation with high specificity and sensitivity. …”
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Pore-scale evaluation of CO2 miscible displacement in porous rocks induced by convection and diffusion: implications for CO2 geo-sequestration by Xiangjie Qin, Han Wang, Jinsui Wu, Gang Wang, David A. Wood, Jianchao Cai

“…By reconstructing the distribution of unexploited pores, the CO2 sweep efficiency is quantitatively evaluated. Furthermore, a sequestration factor is proposed to evaluate the CO2 storage capacity during miscible displacement. …”
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Development of an RT-qPCR Assay for the Detection of an Emerging Duck Egg-Reducing Syndrome by Zhifei Zhang, Xin Su, Dun Shuo, Dawei Yan, Xue Pan, Bangfeng Xu, Minghao Yan, Shuxuan Ren, Qinfang Liu, Chunxiu Yuan, Qiaoyang Teng, Zejun Li

“…In this study, we developed a quantitative reverse transcription PCR (RT-qPCR) assay for detecting DERSV. …”
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A Machine Vision Approach for Grain Quality Control During Separation by Serhii Stepanenko, Alvian Kuzmych, Serhii Kharchenko, Boris Andrey, Viktor Dnes, Daryna Volyk, Roman Kalinichenko

“…Therefore, to increase the efficiency of post-harvest processing, it is necessary to ensure fast and accurate control of grain material flows. …”
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Implantation of an Artificial Intelligence Denoising Algorithm Using SubtlePET™ with Various Radiotracers: 18F-FDG, 68Ga PSMA-11 and 18F-FDOPA, Impact on the Technologist Radiation... by Jules Zhang-Yin, Octavian Dragusin, Paul Jonard, Christian Picard, Justine Grangeret, Christopher Bonnier, Philippe P. Leveque, Joel Aerts, Olivier Schaeffer

“…These findings support the robust integration of SubtlePET™ into routine clinical PET practice, offering improved efficiency, safety, and image quality without compromising lesion detectability.…”
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CSTFNet: A CNN and Dual Swin-Transformer Fusion Network for Remote Sensing Hyperspectral Data Fusion and Classification of Coastal Areas by Dekai Li, Harold Neira-Molina, Mengxing Huang, Syam M.S., Yu Zhang, Zhang Junfeng, Uzair Aslam Bhatti, Muhammad Asif, Nadia Sarhan, Emad Mahrous Awwad

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Interfacial characteristics and strengthening mechanisms of novel copper-interlayered Ti-6Al-4V wire-reinforced aluminum matrix composites by Zixuan Dou, Lisheng Zhong, Chao Deng, Congcong Ren, Kaiyuan Hu, Kai Wang

“…The multiscale interfacial design, achieved through controlled electrodeposition and non-isothermal sintering, addresses the longstanding trade-off between reinforcement efficiency and interfacial embrittlement in titanium-aluminum systems. …”
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Diversified Cropping Modulates Microbial Communities and Greenhouse Gas Emissions by Enhancing Soil Nutrients by Zhongyan Wang, Huaqiang Xuan, Bei Liu, Hongfeng Zhang, Tongyan Zheng, Yunxia Liu, Luping Dai, Yi Xie, Xianchao Shang, Li Zhang, Long Yang, Sitakanta Pattanaik, Ling Yuan, Xin Hou

“…In order to maximize the effective production methods of crop rotation and intercropping, and to increase the efficiency of resource usage, this paper examines the development of research and practice on two cropping patterns worldwide.…”
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Perceptions and Attitudes Toward Utilizing a Non‐Invasive Biomarker for Colorectal Cancer Screening: A Qualitative Study by Choi Ying Chu, Junjie Huang, Jamie Jie Mei Liew, Apurva Sawhney, Xianjing Liu, Chaoying Zhong, Jianli Lin, Junjie Hang, Claire Chenwen Zhong, Jinqiu Yuan, Martin C. S. Wong

“…Future studies should examine the applicability, acceptability, efficiency, and cost‐effectiveness of the test in real‐world settings.…”
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Correlations between micro mechanical analyses and macro-scale mechanical properties of PPS/basalt fiber composites designed from commingled yarns by I. Castro-Cabrera, B. Gaumond, D. Cieslak, J.F. Gerard, S. Livi, J. Rumeau-Duchet

“…To reduce the environmental impacts of the transportation while enhancing safety and fuel efficiency, the development of lightweight, high-performance composites is imperative. …”
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Cattle welfare assessment based on adaptive fuzzy logic and multimodal data fusion by Lei Tong, Lei Tong, Lei Tong, Jiandong Fang, Jiandong Fang, Jiandong Fang, Xiuling Wang, Xiuling Wang, Xiuling Wang, Yudong Zhao, Yudong Zhao

“…The research results are of significant importance for promoting the intelligent transformation of farm management, contributing to enhancing operational efficiency and sustainability in farms of varying types and scales.…”
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Raising entire male pigs: comparison of growth performance and meat quality of the Bísara breed and a terminal cross - a pilot study by Ricardo Pereira-Pinto, José Pedro Araújo, José Pedro Araújo, Joaquim Cerqueira, Joaquim Cerqueira, Fernando Mata, Preciosa Pires, Manuela Vaz-Velho

“…Rearing entire male pigs presents several benefits, including enhanced feed efficiency, reduced environmental impact, and improved animal welfare. …”
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TransLIBS-CRS: Integrating LIBS with transfer learning for accurate cross-regional soil total nitrogen detection by Peng Lin, Shixiang Ma, Zhizheng Shi, Peiying Li, Leizi Jiao, Hongwu Tian, Zhen Xing, Chunjiang Zhao, Daming Dong

“…This approach offers a feasible solution for large-scale and efficient soil TN detection.…”
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A comprehensive review of diffuse reflectance infrared Fourier transform spectroscopy (DRIFTS) techniques in protonic ceramic cells (PCCs): Current status and future perspective by Zixian Wang, Fan Liu, Yuqing Meng, Wenjuan Bian, Haiyan Zhao, Chuancheng Duan, Michael T. Benson, Meng Li, Bin Liu, Dong Ding

“…Protonic ceramic cells (PCCs) have emerged as a promising technology for power generation, energy storage, and value-added chemical synthesis, offering benefits such as fuel flexibility, low emissions, and efficient operation at intermediate temperatures (300–600 ​°C). …”
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Testing the effectiveness of a new type of spacers for local antibiotic therapy by Ildar F. Akhtyamov, Oskar A. Sachenkov, Rashid A. Shafigulin, Alina E. Galyautdinova, Nikita V. Kharin, Igor A. Bespalov, Sergey V. Boychuk

“…The findings showed that the antibiotic release is more intense even with a smaller volume of material in the lattice structures compared to the control samples, which emphasizes the importance of optimizing the geometry and structure of the material to achieve maximum efficiency of the release of active substances. Conclusion The lattice structure of implants quantitatively affects the release of antibiotic from bone cement into the environment.…”