Surface Defect Detection for Small Samples of Particleboard Based on Improved Proximal Policy Optimization by Haifei Xia, Haiyan Zhou, Mingao Zhang, Qingyi Zhang, Chenlong Fan, Yutu Yang, Shuang Xi, Ying Liu

“…This approach has the potential to achieve significant conservation of forest resources and contribute to the protection of forest ecology. …”
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Experimental modelling and research on vibroacoustic phenomena in machines by D. Pleban

“…The acoustic modelling of machines may be carried out using a system of omni-directional substitute sound sources, deployed in points related to the functional elements of machines. …”
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Genome-wide analysis of the bHLH gene family in Spatholobus suberectus identifies SsbHLH112 as a regulator of flavonoid biosynthesis by Shuangshuang Qin, Ying Liang, Yueying Xie, Guili Wei, Quan Lin, Weiqi Qin, Fan Wei

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Alkaline-Potassium Ferrate Pretreatment Promoting Acid Production Through Co-Fermentation of Waste Activated Sludge and Corn Straw by Xintian YU, Wei ZENG

“…Waste activated sludge (WAS) is a valuable waste resource rich in organic matter and nutrients, presenting significant potential for recycling. …”
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Psycholinguistic Paradigm of the Medical Staff – Patients Communicative Interaction in the Conditions of COVID-19 in Ukraine and Scotland by Наталія Михальчук, Валерій Зливков, Світлана Лукомська, Олександр Набочук, Ніна Христич

“…It is the experiment that allows us to make a specific idea of the concept, the result of which is the selection of a set of lexical units representing some object. …”
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Fruit quality evaluation of different mulberry varieties by Jie Tian, Haichao Wen, Bingxiang Liu, Xinyuan Tian, Yibo Wu, Jingyan Yang, Bingying Zhang, Hongjiao Li

“…IntroductionThe quality of fruits has long been a key focus for breeders, and the development of scientifically sound and reasonable methods for evaluating fruit quality is of great significance in selecting superior cultivars. The mulberry tree, as a plant resource that serves both medicinal and dietary purposes, contains rich nutritional components and various bioactive compounds. …”
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Unveiling Theranostics: Nanocomplex-Assisted Photodynamic Eradication of Aggressive Cancer Cells and Modulation of Tumor-Associated Macrophages by Butkute A, Kazlauske E, Mlynska A, Peciukaityte E, Karabanovas V, Rotomskis R, Steponkiene S

“…Immunomodulatory effects were explored by exposing resident and recruited TAM models to a conditioned medium from PDT-treated CRC cells, followed by gene expression analysis.Results: Spectral characterization of the QDs-Ce6 nanocomplex demonstrated selective switching between diagnostic and therapeutic modes. …”
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Analysis of Differences in Volatile Components of Five Lauraceae Plants From Different Genera Based on HS-SPME-GC-MS by Zhengjiu Wang, Hao Liu, Anping Liu, Peng Liu, Jiuyang Zhao, Shaoli Fan, Jinhui Wang, Bahetiyar Keremu, Lu Yang, Le Li

“…Lauraceae plants are diverse in species and rich in volatile components, which possess functions such as insect repellency, antioxidant activity, and antibacterial properties. …”
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Identification of Candidate Genes for Cold Tolerance at Seedling Stage by GWAS in Rice (<i>Oryza sativa</i> L.) by Huimin Shi, Wenyu Zhang, Huimin Cao, Laiyuan Zhai, Qingxin Song, Jianlong Xu

“…Subsequently, three selected accessions (CX534, B236, and IRIS_313-8565), carrying different superior alleles for CT, were selected and recommended for molecular breeding for CT using marker-assisted selection (MAS). …”
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Analysis of the Causes of Urban Sprawl in Iran by keramatollah Ziari, Saeed Zanganeh Shahraki, Negin Rajabzadeh, Mohsen Abbas Nejad Jelogir

“…Discussion of Results & ConclusionThe causes of urban sprawl in Iran were categorized into 15 distinct dimensions: city form, urban management and planning, infrastructure and urban elements/transportation, land and housing management, planning, and policy, migration and land preparation, socio-cultural factors, natural factors, economic factors, urban plans, political factors, inner-city problems, marginalization and informal settlement issues, urban peripheral problems, demographic factors, and other factors.Within the dimension of city form, spatial-functional discontinuity was noted as a contributing factor (3 occurrences in the sources). …”
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Diagnostic potential of the B9D2 gene in colorectal cancer based on whole blood gene expression data and machine learning by Zhaorui Wang, Yongcheng Fu, Haozhe Zhang, Na Liu, Ningjing Lei

“…Additionally, three machine learning methods—Random Forest (RF), LASSO regression, and Support Vector Machine Recursive Feature Elimination (SVM-RFE)—were employed for feature selection and to evaluate the robustness and predictive power of the selected features, with diagnostic efficacy evaluated through Receiver Operating Characteristic (ROC) curves. …”
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Association of microtubule-based processes gene expression with immune microenvironment and its predictive value for drug response in oestrogen receptor-positive breast cancer by Zhenfeng Huang, Minghui Zhang, Nana Zhang, Mengyao Zeng, Yao Qian, Meng Zhu, Xiangyan Meng, Ming Shan, Guoqiang Zhang, Feng Liu

“…Transwell and cell viability assays were used to examine the biological functions of CHORDC1.ResultsTwo molecular subgroups with significantly different survival outcomes were identified. …”
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Cross-species single-cell transcriptomic atlas of retinal photoreceptors reveals molecular signatures underlying color vision adaptation by Zhibin Li, Chengkai Yan, Yubao Lu, Yaqing Shu, Shilin Wu, Xi Cheng, Yuge Wang, Shishi Shen, Hui Yang, Gang Cao, Jianping Ji, Liangming Zhang, Jian Sun, Dongchang Xiao, Shasha Li, Wei Qiu

“…This work provides a valuable resource for understanding the transcriptional and metabolic basis of color vision and guides the selection of model organisms for studying color-vision-related diseases.…”
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Optimization of Deep Neural Networks Using a Micro Genetic Algorithm by Ricardo Landa, David Tovias-Alanis, Gregorio Toscano

“…By exploring different representations and objective functions, including classification accuracy, hidden neuron ratio, minimum redundancy, and maximum relevance for feature selection, eight algorithmic variants were developed, with six variants performing both hidden layers reduction and feature-selection tasks. …”
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Consumers` perception on the use of innovative technologies in creating store atmosphere by Mirela Octavia Sirbu, Andreea Simona Săseanu, Simona Ioana Ghită

“…In this context, the selection made by consumers regarding the stores where to purchase from represents a complex decision-making process, conditioned upon the functional and psychological characteristics, among which store atmosphere plays a special part. …”
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Analysing the contribution of trees and green spaces to household nutrition security in eThekwini, KwaZulu-Natal, South Africa by Qhelile Ntombikayise Bhebhe, Qhelile Ntombikayise Bhebhe, Muthulisi Siwela, Temitope O. Ojo, Temitope O. Ojo, Simphiwe Innocentia Hlatshwayo, Simphiwe Innocentia Hlatshwayo, Tafadzwanashe Mabhaudhi, Tafadzwanashe Mabhaudhi, Rob Slotow, Mjabuliseni S. C. Ngidi, Mjabuliseni S. C. Ngidi, Mjabuliseni S. C. Ngidi

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Overview of Effects of Motor Learning Strategies in Neurologic and Geriatric Populations: A Systematic Mapping Review by Li-Juan Jie, PhD, Melanie Kleynen, PhD, Guus Rothuizen, MSc, Elmar Kal, PhD, Andreas Rothgangel, PhD, Susy Braun, PhD

“…Data Sources: PubMed, CINAHL, and Embase were searched. …”
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Agroclimatic and agroecotoxicological justification of zonal chemical protection systems against harmful organisms for field crops under conditions of climate change in Ukraine by O. Borzykh, L. Bublyk, V. Chaika, L. Gavrylyuk, I. Kruk, O. Shevchuk, T. Neverovska, O. Bakhmut

“…This led to a disruption in the functioning of agrocenoses, a decrease in tolerance to the pesticide load. …”
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Quality of life of Iranian elderly using the LEIPAD questionnaire: a systematic review and meta-analysis by Parvaneh Isfahani, Saeedeh Sanchooli, Mohammad Sarani, Mahdieh Poodineh Moghadam, Aliyeh Bazi, Masoud Arefnezhad, Rasoul Corani Bahador, Mahnaz Afshari

“…The self-care dimension had the highest average score (13.32 (10.44–16.19)), and the sexual functioning scale had the lowest average score (2.31 (1.41–3.21)). …”
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Development of an Efficient and Generalized MTSCAM Model to Predict Liquid Chromatography Retention Times of Organic Compounds by Mengdie Fan, Chenhui Sang, Hua Li, Yue Wei, Bin Zhang, Yang Xing, Jing Zhang, Jie Yin, Wei An, Bing Shao

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