Multimodal scene recognition using semantic segmentation and deep learning integration by Aysha Naseer, Mohammed Alnusayri, Haifa F. Alhasson, Mohammed Alatiyyah, Dina Abdulaziz AlHammadi, Ahmad Jalal, Jeongmin Park

“…Semantic modeling and recognition of indoor scenes present a significant challenge due to the complex composition of generic scenes, which contain a variety of features including themes and objects, makes semantic modeling and indoor scene recognition difficult. …”
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Artificial Neural Network Text Generation as a New Type of Masking the Authorship by Ogorelkov Igor', Mahaeva Elizaveta

“…In this research, human-made texts and texts generated by GPT 4.5 were analyzed using the methods of compositional-semantic, structural-semantic, and grammatical-syntactic analysis. …”
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Will climate change affect the quality of maple syrup? by Marie Filteau

“…The quality of maple syrup is influenced by factors related to the environment, tree biology, microorganisms, sap composition, and anthropological factors, including harvest methods. …”
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Unclosed wound: effect of childhood access to healthcare on cardiovascular health trajectories of Chinese older adults based on entropy balancing analysis by Boshu Mao, Xiaoyi Fang, Lingjun Liu

“…Group-Based Trajectory Modeling (GBTM) was employed to identify distinct CVH trajectories over time. …”
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Stacking fault energy during DRV-DRX competition in high-nitrogen austenitic stainless steel used in orthopedic implants by Joao Marcos da Silva Nunes, Marcelly Cristiny Nunes de Carvalho, Maria Veronica Goncalves Rodrigues, Joao Carlos Ferreira, Kayron Lima Silva, Antonio Enrique Salas Reyes, Marcos Natan da Silva Lima, Fulvio Siciliano, Gedeon Silva Reis, Hamilton Ferreira Gomes de Abreu, Samuel Filgueiras Rodrigues, Eden Santos Silva

“…Determined by compositional-analytical methods, the stacking fault energy (γsfe) was correlated with the stress level (σi) according to the Uesugi and Dai models. …”
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Formation conditions and evolution of the oil and gas strata of the prospective East Siberian oil and gas province by R. A. Mamedov, M. A. Allanazarova, R. R. Sagdeev, T. N. Suyunbaev

“…To construct spatio-temporal digital models of sedimentary basins and hydrocarbon systems for the main horizons of source rocks, as well as to carry out their detailed analysis based on the available information about the oil and gas content, the gas-chemical composition of sediments, the characteristics of the component composition and evolution of source rocks within the studied prospective oil and gas province. …”
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On the melt differentiation in the intermediate chamber (by the example of differentiated intrusives of the western slope of the Southern Urals) by S. G. Kovalev, S. S. Kovalev

“…The article provides materials on the analysis of the chemical composition of silicates and aluminosilicates that make up the differentiated body of the Misaelga complex, which made it possible by calculation methods to restore the thermobaric parameters of crystallization of the melt in the intermediate chamberThe presence of high-temperature (1472 ºC) intratelluric olivine crystals characterizing the process of magma generation in the mantle and olivine crystallizing under the conditions of the intermediate chamber (1050–1183 ºC) has been established. …”
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Balancing signature variance between local and global minima/maxima: Restricted maximum likelihood (REML) classification and the search for plagioclimax by N. Manspeizer, A. Karnieli

“…Due to long-term anthropogenic disturbance, plagioclimax results in vegetation compositions that cannot develop to a climax state. The overarching goal of the study was to develop a method to identify plagioclimax sub-regionally in the eastern Mediterranean (Israel) through signature extension. …”
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Kinetic study into the phosphorus release and carbon conversion behavior of sewage sludge coke during gasification by Eric Franke, Sergei Shalnev, Felix Küster, Martin Gräbner

“…The experiments were conducted using a thermogravimetric analysis under controlled gasification conditions with varying temperatures up to 1450°C, different heating rates (HRs) of 2.5 K min-1 to 15 K min-1 and gasification atmosphere compositions with different partial pressures of carbon dioxide in argon.Both, the isothermal and non-isothermal method have been used to assess the carbon conversion and were compared with each other. …”
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Optimizing blood-brain barrier permeability in KRAS inhibitors: A structure-constrained molecular generation approach by Xia Sheng, Yike Gui, Jie Yu, Yitian Wang, Zhenghao Li, Xiaoya Zhang, Yuxin Xing, Yuqing Wang, Zhaojun Li, Mingyue Zheng, Liquan Yang, Xutong Li

“…To support this, we incorporate a specialized KRAS BBB predictor based on active learning and an affinity predictor employing comparative learning models. Additionally, we introduce two novel metrics, the knowledge-integrated reproduction score (KIRS) and the composite diversity score (CDS), to assess structural performance and biological relevance. …”
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Changes and representativeness of mountain glaciation parameters by V. G. Konovalov

“…The sequence of determining the composition of a sample of representative glaciers on the example of glaciations in the basins of the Kyzylsu Western (Pamir) and Katun (Altai) rivers is described. …”
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Build Orientation-Driven Anisotropic Fracture Behaviour in Polymer Parts Fabricated by Powder Bed Fusion by Karthik Ram Ramakrishnan, Jagan Selvaraj

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Phase equilibria constraints on the stability of garnet in mafic granulite: An example from Karimnagar granulite terrain, Eastern Dharwar Craton, India by Praveen Chandra Singh, Divya Prakash

“…Phase equilibria modeling becomes a widely accepted tool to constrain the P-T conditions experienced by the metamorphic terrain because of its advantage over the earlier methods e.g., conventional methods and petrogenetic grids. …”
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Identifying optimal primary prevention interventions for major cardiovascular disease events and all-cause mortality: a systematic review and hierarchical network meta-analysis of... by Olalekan A Uthman, Rachel Court, Jodie Enderby, Chidozie Nduka, Lena Al-Khudairy, Seun Anjorin, Hema Mistry, G J Melendez-Torres, Sian Taylor-Phillips, Aileen Clarke

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Inflammatory indices AISI and SIRI in atherosclerosis risk stratification: validation across community and intensive care populations by Jing Tang, Ting-xin Li, Ling Deng, Xin-cheng Huang, Pei-yuan He, Han Zhao

“…SII did not show significant associations in univariate analysis and was not included in further modeling. Model performance improved with additional covariates (AUC increased from 0.56 to 0.79). …”
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Long-term trajectories of apolipoprotein A1 and major adverse cardiovascular events and mortality in a community cohort by Yang Chen, Yun-Yu Chen, Kuo-Liong Chien, Yenn-Jiang Lin, Fang-Yi Chen, Yu-Cheng Hsieh, Gregory Y. H. Lip, Shih-Ann Chen

“…Group-based multivariate trajectory modeling was used to classify participants into distinct trajectories after multivariable adjustment. …”
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Study on dynamic response characteristics of jointed coal mass under impact load by Jianfeng LIU

“…The multi-layered combined coal mass model with three joint structures is prepared by using the method of dolomite glue cementation. …”
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Analysis of the Efficiency of Technologies for Extraction Carbon Dioxide from Combustion Products by V. A. Sednin, R. S. Ignatovich

“…The specific features and limitations for each of the methods are shown. Mathematical modeling of technological processes of adsorption, physical and chemical absorption is carried out on the basis of Aspen Hysys and Aspen Adsorption software packages. …”
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Multivariate Data Analysis to Assess Process Evolution and Systematic Root Causes Investigation in Tablet Manufacturing at an Industrial Scale—A Case Study Focused on Improving Tab... by Rita Mathe, Tibor Casian, Ioan Tomuta

“…<b>Methods</b>: The novelty of this study is the use of multivariate methods for the complex assessment of a wide data set belonging to two proportional composition strengths, manufactured at an industrial scale, with different tablet shapes and sizes, with the aim of identifying inter-related active ingredient and process variables with the highest impact on hardness value and for defining optimal processing conditions leading to a robust product. …”
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Functional Investigation of the Receptor to the Major Pheromone Component in the C-Strain and the R-Strain of the Fall Armyworm <i>Spodoptera frugiperda</i> by Arthur Comte, Alizée Delarue, Marie-Christine François, Christelle Monsempes, Camille Meslin, Nicolas Montagné, Emmanuelle Jacquin-Joly

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