Linking multivariate trait variation to the environment: the advantages of double constrained correspondence analysis with the R package douconca by Cajo J.F. ter Braak, Bart-Jan van Rossum

“…Traditional methods include RLQ ordination, fourth-corner correlation analysis, and community-weighted means (CWM) regression, with generalized linear mixed models (GLMM) also being used.Through three case studies, we demonstrate that double-constrained correspondence analysis (dc-CA), an ordination method with biplot visualization, is a competitive alternative. …”
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Study on Interfacial Interaction of Cement-Based Nanocomposite by Molecular Dynamic Analysis and an RVE Approach by A. K. Roopa, A. M. Hunashyal, Arun Y. Patil, Abhishek Kamadollishettar, Bharatkumar Patil, Manzoore Elahi M. Soudagar, Kiran Shahapurkar, T. M. Yunus Khan, M. A. Kalam

“…The density of states method in MD simulation indicates that mobility of the electrons increases with an increase in carbon nanotube proportion in the composites. …”
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Current Waste Management in Banks from 11 Asian Countries vs Sberbank ESG Reporting by J. An, A. Yu. Mikhaylov

“…The objectives of the study include: identification of the essence of the competitiveness of waste management in a bank; consideration of the types of competitiveness of waste management; assessment of the impact of blockchain technology on the competitiveness of waste management; assessment of minimizing waste management costs in a bank. A method for waste composition and waste export based on statistical analysis and a regression model. …”
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Comprehensive Assessment of the Manufacturability of Products by P. Yu. Bochkaryov, R. D. Korolev, L. G. Bokova

“…The objective of the presented work was to develop an evaluation method aimed at improving the quality of part processing and the effectiveness of the performance of multiproduct manufacturing systems based on the development of additional quantitative indicators for assessing production manufacturability.Materials and Methods. …”
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Optimizing water resource management in tropical drought-prone regions through hybrid MCDM techniques: A water-stress mapping approach by Suman Mukherjee, Suman Paul, Subhasis Bhattacharya, Aznarul Islam, Sadik Mahammad, Edris Alam

“…New hydrological insights: Thirty-three indicators-based thematic layers under topographical, hydrological, environmental, hydro-meteorological, and socio-demographic dimensions with integrated CRITIC (quantitative), DEMATEL (qualitative), VIKOR and TOPSIS produced four relative water-stress maps of the study region. The DEMATEL-TOPSIS model was found to be the best-fit method as it produced better accuracy compared to the other models (CRITIC-TOPSIS, CRITIC-VIKOR, and DEMATEL-VIKOR) with AUC of 0.835 and accuracy of 0.881. …”
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PCGOD: Enhancing Object Detection With Synthetic Data for Scarce and Sensitive Computer Vision Tasks by Walid Remmas, Martin Lints, Jaak Joonas Uudmae

“…Evaluations using YOLOv11 and Salience-DETR in an object detection task demonstrate that our marker-based approach achieves up to 41.61% improvement in annotation accuracy over conventional methods. Models trained with just 10% real data supplemented by our synthetic data achieve over 80% of the performance of models trained on 100% real data. …”
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Controllable Fabrication of Gallium Ion Beam on Quartz Nanogrooves by Peizhen Mo, Jinyan Cheng, Qiuchen Xu, Hongru Liu, Chengyong Wang, Suyang Li, Zhishan Yuan

“…However, existing manufacturing methods face issues such as complexity, high costs, low efficiency, and low precision, especially in the difficulty of fabricating nanogrooves with high resolution on the nanoscale. …”
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Experimental Investigation of the Liquefaction Properties and Post-Liquefaction Volumetric Strain of Calcareous Sand in Dredger Fill Site by Shenghua Zhao, Yanlin Zhao, Jiang He, Zhenzhong Cao, Lei Wang

“…Axial cyclic stress attenuation can lead to higher cyclic vibration than actual liquefaction vibration, and the modified method can eliminate the effect of axial cyclic stress attenuation. …”
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Thermal optimization of nickel-carbon nanodots using neural network and numerical simulation by Sohail Ahmad, Hessa A. Alsalmah

“…The nonlinear governing problem is solved through the finite difference method and then further optimized and validated with a CNN-based model for enhanced accuracy and computational efficiency. …”
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Measurement of the dynamic axial load-share ratio in vivo could indicate sufficient callus healing in external fixators by Xuefei Fu, Sida Liu, Na Wang, Yi Ji, Lin Lu, Tao Chen, Mingyong Gu, Zhiwei Chai, Defu Yu, Yancheng Liu, Jun Miao

“…Methods A novel dynamic axial load-share ratio (D-LS) index and its associated measuring system was introduced, including the system’s composition (hexapod and insole modules), theoretical model, and method for D-LS measurement. …”
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Harnessing Syntax GCN and Multi-View Interaction for Conversational Aspect-Based Quadruple Sentiment Analysis by Chunling Wu, Houwei Kang

“…Extensive experiments on standard datasets demonstrate that the proposed model significantly outperforms baseline methods across multiple dimensions.…”
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Adsorption of Nitrate Ions onto Sepiolite and Surfactant-Modified Sepiolite by Adnan Özcan, Mutlu Şahin, Asiye Safa Özcan

“…After such modification, it was found that the maximum amount of nitrate ion adsorbed occurred at a pH value of 2.0. The chemical composition of natural sepiolite was determined by EDX methods and surface characterization of both natural and modified sepiolite samples was undertaken using FT-IR spectroscopic techniques. …”
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Galla chinensis alleviated liver damage induced by acetaminophen by regulating intestinal microbiota by Xiaocong Li, Jiadong Chen, Chang Xu, Yong Li, Kun Li

“…This study was designed to investigate Galla chinensis (GC) potential in alleviating drug-induced liver injury.MethodsThe treatment group and model group were administered 0.5 mL of GC oil daily for 14 days, followed by induction of acute drug-induced liver injury using Acetaminophen (APAP) on the 15th day via intraperitoneal injection. …”
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Aroma Formation, Release, and Perception in Aquatic Products Processing: A Review by Weiwei Fan, Xiaoying Che, Pei Ma, Ming Chen, Xuhui Huang

“…This review summarizes aroma formation pathways, the effects of processing methods, characteristic volatile compounds, various identification techniques, aroma-release influencing factors, and the aroma perception mechanisms of aquatic products. …”
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The Effect of Pre-Veraison Smoke Exposure of Grapes on Phenolic Compounds and Smoky Flavour in Wine by W. W. Jiang, E. Bilogrevic, M. Parker, I. L. Francis, P. Leske, Y. Hayasaka, S. Barter, M. Herderich

“…Previously, pre-veraison smoke exposure had been identified through model experiments as unlikely to affect grape composition, whereas smoke exposure after veraison can have a major effect on wine flavour. …”
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Machine-learning of medical cannabis chemical profiles reveals analgesia beyond placebo expectations by Adi Hatav, Yelena Vysotski, Anna Shapira, Shiri Procaccia, David Meiri, Dvir Aran

“…Results Here we show that incorporating chemical composition markedly improves the prediction of pain relief (AUC = 0.63 ± 0.10) compared to models using only demographic and clinical features (AUC = 0.52 ± 0.09; p < 0.001). …”
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Estimates of Isotope Ratios in the Magnetosphere and Implications for Implantation of Atmosphere in Lunar Regolith by James R. Lyons, Sarah Uddin

“…The plasma in Earth’s magnetosphere is comprised of ions from the solar wind and from Earth’s polar wind, with the orientation of the interplanetary magnetic field (IMF) acting to modulate the relative contributions from these two sources. Although ion composition and charge state are strong indicators of ion provenance, here we consider isotope ratios as a possible additional method for tracing plasma provenance. …”
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Design of English Intelligent Simulated Paper Marking System by Lina Yang, Wei Liu

“…This paper also extracts word features, sentence features, and chapter structure features in essays to fit English composition scores. Since not all students can complete the essays according to the topic requirements, a triage scoring model is used to separate the normal essays from the low-scoring essays. …”
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Restrukturisasi daging sandung lamur menjadi patties burger menggunakan enzim transglutaminase by Norma Rahma Susanti, Santi Dwi Astuti, Isti Handayani

“…The effectiveness index analysis showed a combination of milled brisket with the addition of 1% TGase could be an efficient method to increase the physical properties.…”
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Potential use of saliva infrared spectra and machine learning for a minimally invasive screening test for congenital syphilis in infants by Deise Cristina Dal’Ongaro, Cicero Cena, Bruno Spolon Marangoni, Daniele A. Soares-Marangoni

“…Therefore, the method demonstrated potential as a screening test for congenital syphilis. …”
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