Role of Age Hardening Heat Treatment on the Hardness Values of 93.95 Al-5 Zn-1.05 Sn/5 Al2o3- Sio2 Particulate Composite by Aondona P. Ihom

“…The composite was developed using the stir cast method. …”
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Analysis on FRP for Impact of Environmental Load by LU Li-li, QI Wen-jun, WANG Liang-ying, CHEN Hai-xia

“…Using the method of experiment and ANSYS workbench we study the different layers of glass fiber composite material`s mechanical properties under the temperature environment (from -40 to 80℃). …”
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Study on the coupled coordination of water resources consumption and economic development in Heilongjiang province under different scenarios based on SD model by Meiyun Tao, Youzhu Zhao, Qiuxiang Jiang, Zilong Wang, Baohan Li

“…First employed a system dynamics (SD) model to construct a coupled water resources-economy composite system for Heilongjiang Province. …”
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Mechanical Modeling of the Premolar: Numerical Analysis of Stress Distribution Under Masticatory Forces by Marius Turnea, Cezar Mucileanu, Irina Duduca, Mariana Rotariu

“…This study explored the modeling of mandibular and dental components using advanced methods such as finite element analysis (FEA) and three-dimensional modeling. …”
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Static Buckling and Free Vibration Analysis of Bi-Dimensional FG Metal Ceramic Porous Beam by Yasin Shabani, Pejman Mehdianfar, Korosh Khorshidi

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A data-driven group retrosynthesis planning model inspired by neurosymbolic programming by Xuefeng Zhang, Haowei Lin, Muhan Zhang, Yuan Zhou, Jianzhu Ma

“…The evolutionary process involves wake, abstraction, and dreaming phases, alternatively extending the reaction template library and refining models for more efficient retrosynthesis. Our algorithm outperforms existing methods, discovers chemistry patterns, and significantly reduces inference time in retrosynthetic planning for a group of similar molecules, showcasing its potential in validating results from generative models.…”
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Expanding the frontiers of additive manufacturing: Higher microstructure identification through probability modeling by Muhammad Shoaib, Muhammad Idrees, Hakeem Ullah, Aasim Ullah Jan, Touqeer Ahmad, Ali Akgül, Magda Abd El-Rahman, Seham M. Al-Mekhlafi

“…Probabilistic models and machine learning methods create a step forward in making predictions for additive manufacturing (AM) microstructure. …”
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DMRG study of the theta-dependent mass spectrum in the 2-flavor Schwinger model by Etsuko Itou, Akira Matsumoto, Yuya Tanizaki

“…The masses of the composite particles, the pion and sigma meson, are computed by two independent methods. …”
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Genomic structural equation modeling elucidates the shared genetic architecture of allergic disorders by Jingsheng Ruan, Xinglin Yi

“…Abstract Background The intricate shared genetic architecture underlying allergic disorders—including allergic asthma, atopic dermatitis, contact dermatitis, allergic rhinitis, allergic conjunctivitis, allergic urticaria, anaphylaxis, and eosinophilic esophagitis—remains incompletely characterized. Methods Our study employed genomic structural equation modeling (Genomic SEM) to define the common factor representing the shared genetic architecture of allergic disorders. …”
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Prediction of Propellant Electrostatic Sensitivity Based on Small-Sample Machine Learning Models by Fei Wang, Kai Cui, Jinxiang Liu, Wenhai He, Qiuyu Zhang, Weihai Zhang, Tianshuai Wang

“…A dataset comprising 18 experimental formulations was employed to train and evaluate six machine learning models. Among them, the Random Forest (RF) model achieved the highest predictive accuracy (R² = 0.9681), demonstrating a strong generalization capability through leave-one-out cross-validation. …”
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Psychotherapist remarks’ ML classifier: insights from LLM and topic modeling application by Alexander Vanin, Vadim Bolshev, Anastasia Panfilova

“…Understanding recurring language patterns in therapist communication can enhance clinical practice, supervision, and training, yet systematic approaches to topic analysis remain limited.MethodsThe study applies BERTopic, an ML-based topic modeling technique, to unstructured dialogues from two distinct groups of therapists: classical (founders of therapeutic schools such as Carl Rogers, Fritz Perls, and Albert Ellis) and modern practitioners representing diverse psychotherapeutic approaches. …”
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Hybrid Dual-Input Model for Respiratory Sound Classification With Mel Spectrogram and Waveform by Fan Wang, Jiacheng Gao, Ying Wang, Guoheng Huang, Xiaochen Yuan

“…In this model, we employed Mel-spectrograms and waveform representations as feature extraction methods, utilizing the strengths of multiple modalities to enhance model performance. …”
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Influence of Hygrothermal Aging on the Strength of Carbon Fiber Reinforced Compo-site Material Equipment Cabin by HE Zikun, XIAO Shoune, Jiang Lanxin, CHEN Dongdong, WANG Mingmeng

“…An equipment cabin finite element model for a certain type of carbon fiber composite is established. …”
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Clinical characteristics, prognosis, and predictive modeling in class IV ± V lupus nephritis by Anjing Wang, Anjing Wang, Yunlong Qin, Yunlong Qin, Yan Xing, Zixian Yu, Liuyifei Huang, Jinguo Yuan, Yueqing Hui, Mei Han, Guoshuang Xu, Jin Zhao, Shiren Sun

“…ObjectiveThe objective of this study is to compare the clinical features and survival outcomes of class IV ± V lupus nephritis (LN) patients, identify risk factors, and develop an accurate prognostic model.MethodsThis study enrolled patients diagnosed with class IV ± V LN by renal biopsy at Xijing Hospital from December 2013 to June 2023. …”
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Novel method for predicting the cracks of oxide scales during high temperature oxidation of metals and alloys by using machine learning by Rathachai Chawuthai, Teeratat Promchan, Jularak Rojsanga, Somrerk Chandra-ambhorn, Thanasak Nilsonthi, Patthranit Wongpromrat, Eakarach Bumrungthaichaichan, Amata Anantpinijwatna

“…Furthermore, the predicted results of the present developed machine learning model were compared to those obtained by the PBR method. …”
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On the conceptual assessment of an extensive retrofit of a regional aircraft on the example of the Yakovlev Yak-40 by A. S. Kretov, V. V. Glukhov, D. V. Tinyakov

“…An extensive retrofit of the basic aircraft model is crucial in this process. The paper considers the conceptual assessment of the existing aircraft retrofit effectiveness, which is specifically related with the transition to composite wings, that provide a capability to increase the aspect ratio due to greater rigidity and reduce the aerodynamic drag, as a consequence. …”
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Improvement of bioethanol production from water hyacinth biomass by optimization of fermentation process conditions using response surface methodology by Saleigzer Abay Aragaw, Temesgen Atnafu Yemata, Adane Adugna Ayalew, Asab Alemneh Tadesse, Asmarech Yeshaneh Fekad, Alemayehu Keflu Shibesh, Fentahun Adamu Getie, Tegen Dagnew Tessema, Tessera Alemneh Wubieneh

“…An experimental design was performed based on Central Composite Design (CCD) with response surface methodology. …”
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Association of dietary inflammatory index, composite dietary antioxidant index and risk of death among adult cancer survivors: findings from the National Health and Nutrition Exami... by Zhuanbo Luo, Shiyu Chen, Peixu Chen, Kunlong Xiong, Chao Cao

“…To quantify the relationship between the indices and mortality risk, multivariable Cox proportional hazards models were employed, generating hazard ratios and corresponding 95% confidence intervals. …”
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Influence of Support Parameter and Excavation Methods on Statistical Distribution Characteristics of Surrounding Rock Pressure in Shallow-Buried Metro Tunnel by Song Chen, Zhao Yang, Yibo Zheng, Ying Yuan, Jinglai Sun, Liufang Li

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Forecasting the operation of an industrial vacuum distillate hydrotreating unit using a mathematical model by Saniia B. Arkenova, Elena N. Ivashkina, Elizaveta F. Gritsenko

“…Methods. Liquid adsorption chromatography method using the Gradient M unit to determine the composition of vacuum gas oil, gas-liquid chromatography method using the Crystal 2000 M chromatograph to determine the content of sulfur-containing compounds in vacuum gas oil, cryoscopy method in benzene to determine the molecular weight, energy-dispersive X-ray fluorescence spectrometry method to determine total sulfur in vacuum gas oil, pycnometer method for measuring density, quantum chemical research method implemented in the Gaussian program for determining the thermodynamic characteristics of reactions, method of mathematical modeling of chemical-engineering processes Results. …”
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