A Hybrid Semantic Representation Method Based on Fusion Conceptual Knowledge and Weighted Word Embeddings for English Texts by Zan Qiu, Guimin Huang, Xingguo Qin, Yabing Wang, Jiahao Wang, Ya Zhou

“…This paper proposes a hybrid semantic representation method that combines a topic model that integrates conceptual knowledge with a weighted word embedding model. …”
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An Experimental Study of Structural Identification of Bridges Using the Kinetic Energy Optimization Technique and the Direct Matrix Updating Method by Gwanghee Heo, Joonryong Jeon

“…This paper aims to develop an SI (structural identification) technique using the KEOT and the DMUM to decide on optimal location of sensors and to update FE model, respectively, which ultimately contributes to a composition of more effective SHM. …”
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Primary prevention cardiovascular disease risk prediction model for contemporary Chinese (1°P-CARDIAC): Model derivation and validation using a hybrid statistical and machine-learn... by Yekai Zhou, Celia Jiaxi Lin, Qiuyan Yu, Joseph Edgar Blais, Eric Yuk Fai Wan, Emmanuel Wong, Kathryn Tan, David Chung-Wah Siu, Kai Hang Yiu, Esther Wai Yin Chan, Doris Yu, William Wong, Tak-Wah Lam, Ian Chi Kei Wong, Ruibang Luo, Celine S L Chui

“…A total of 103 covariates were included in the full model whilst 8 covariates were included the basic model. …”
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Land cover changes in grassland landscapes: combining enhanced Landsat data composition, LandTrendr, and machine learning classification in google earth engine with MLP-ANN scenari... by Cecilia Parracciani, Daniela Gigante, Onisimo Mutanga, Stefania Bonafoni, Marco Vizzari

“…We integrated harmonic modeling, Gray-Level Co-occurrence Matrix (GLCM) textural analysis, statistical image and gradient analysis, and other spectral and Digital Terrain Model (DTM)-derived indices to enhance the classification capabilities. …”
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Wide & deep learning for predicting relative mineral compositions of sediment cores solely based on XRF scans, a case study from Pleistocene Paleolake Olduvai, Tanzania by Gayantha R.L. Kodikara, Lindsay J. McHenry, Ian G. Stanistreet, Harald Stollhofen, Jackson K. Njau, Nicholas Toth, Kathy Schick

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Method of calculating the fuel combustion efficiency in the afterburner combustion chamber of a gas turbine dual fuel engine by A. V. Zhuk, T. V. Grasko, A. S. Kolesnikov, V. V. Raznoschikov

“…A method for calculating the fuel combustion efficiency in the afterburner combustion chamber of a gas turbine engine with a dual-fuel power supply system is proposed. …”
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APPLICATION OF MULTIVARIATE ANOVA AND GENERALIZED DESIRABILITY TO OPTIMIZE THE COMPOSITION AND TECHNOLOGY OF TABLETS CONTAINING N-BENZYL-N-METHYL-1-PHENYLPYRROLO [1,2-A] PYRAZINE-3... by S. V. Tishkov, E. V. Blynskaya, K. V. Alekseev, V. K. Alekseev, D. I. Gavrilov

“…The use of this method made it possible to reduce the conflicting variance analysis results to the most optimal composition.…”
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Effects of Cu content and Sintering temperature on microstructure and mechanical properties of SiCp/Al-Cu-Mg composites through experimental study, CALPHAD-type simulation and mach... by Wei Yang, Yiwei Wang, Xiaozhong Huang, Shuhong Liu, Peisheng Wang, Yong Du

“…The RFReg model was selected as the best model and used to design the composition and process parameters of the composite alloy. …”
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An augmented GSNMF model for complete deconvolution of bulk RNA-seq data by Shaoyu Li, Su Xu, Xue Wang, Nilüfer Ertekin-Taner, Duan Chen

“…Using these strategies, we developed a new pipeline of pseudo-bulk tissue data augmented, geometric structure guided NMF model (GSNMF$ + $). In our approach, pseudo-bulk tissue data was generated, by statistical distribution simulated pseudo cellular compositions and single-cell RNA-seq (scRNA-seq) data, and then mixed with the original dataset. …”
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Generalized Thermoelastic Interactions Using an Eigenvalue Technique in a Transversely Isotropic Unbounded Medium with Memory Having a Line Heat Source by Tanmoy Seth, Md Abul Kashim Molla, Sadek Hossain Mallik

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A Label-Free Liquid Chromatography–Tandem Mass Spectrometry Method for the Quantitative Analysis of Exosome Pharmacokinetics In Vivo by Bingxuan Li, Fei Yu

“…Due to their complex and heterogeneous composition, most existing PK methods rely on chemical or genetic labeling, which may alter their native behavior and complicate accurate analysis. …”
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A Review of Polymer Laser Sintering and Fused Deposition Modelling of Polymers by Fredrick Mwania, Maina Maringa, Jacobus van der Walt

“…This comprehensive review focuses on polymer laser sintering (PLS) and fused deposition modelling (FDM), which are the most commonly employed AM methods for polymers. …”
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Novel Pathogenicity of Secretory Proteins from Acinetobacter Radioresistens in Experimental Models by Yuki Suzuki, Toshifumi Osaka, Hidehiro Ueshiba, Naoko Yanagisawa, Satoru Nagata

“…This study investigated the pathogenicity of proteins released extracellularly by Acinetobacter radioresistens (A. radioresistens), isolated from the small intestine of two patients with severe Kawasaki disease, in a mouse model. Methods: The sodium dodecyl sulfate-polyacrylamide gel electrophoresis analysis of culture supernatants derived from Acinetobacter species showed large variations in protein compositions among species and strains. …”
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Motive of “Liberated Soul” as a World-Modeling Universal in Lyrics of S. Parnok by M. A. Dubova, E. A. Ivashevskaya, N. A. Larina

“…Parnok’s lyrics as an integral compositional and stylistic unity, structured by poetic leitmotifs. …”
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Examination of Strength Modeling Reliability of Physical Tests on Structural Concrete Columns by Sher Ali Mirza

“…The study provides an examination of the reliability of the computational methods examined.…”
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STIMULATION OF REPARATION IN A LINEAR WOUND MODEL IN RATS BY BISCHOFIT GEL by Yu. V. Stepenko, V. O. Soldatov, M. A. Zatolokina, A. V. Mayorova, B. B. Sysuev, A. N. Demidenko, E. N. Ivahno, M. V. Sarycheva, M. V. Pokrovskiy

“…The aim of the article is to evaluate Bischofit gel reparative activity in a linear wound model in rats.Materials and Methods. The study was conducted on 36 male Wistar rats weighing from 193 to 218 grams. …”
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A Load Control User Combinatorial Optimization Method Considering Electric Vehicle and Temperature-Controlled Load Clusters by Siwei LI, Zhongping XU, Long YU, Lishi DU, Liang YUE, Xirun ZHANG, Xiaoming WANG

“…Firstly, a hierarchical control method is used to aggregate individual EVs and temperature-controlled load clusters, and the aggregated clusters are divided into peak load shifting type and peak load shedding type according to their willingness to participate in load control types, and their respective user load control models are established. …”
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Predicting Young’s Modulus of Aggregated Carbon Nanotube Reinforced Polymer by Roham Rafiee, Vahid Firouzbakht

“…Prediction of mechanical properties of carbon nanotube-based composite is one of the important issues which should be addressed reasonably. …”
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A prediction model for differential resilience to the effects of combat‐related stressors in US army soldiers by Ronald C. Kessler, Robert M. Bossarte, Irving Hwang, Alex Luedtke, James A. Naifeh, Matthew K. Nock, Maria Petukhova, Ekaterina Sadikova, Nancy A. Sampson, Erik Sverdrup, Jose R. Zubizarreta, Stefan Wager, James Wagner, Murray B. Stein, Robert J. Ursano

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Model OLD0: A Physical Parameterization for Clear-Sky Downward Longwave Radiation by Juan Carlos Ceballos, Diego Pereira Enoré, Jaidete Monteiro de Souza, Francisco Luiz Leitão de Mesquita

“…It is presented a simple yet consistent physically-based model (hereafter denoted by OLD0), suitable for estimation of DLF0 at ground level. …”
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