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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Multi-Physics Field Based Simulation on the Response and Saturation Properties of Hg_1-xCd_xTe Based Photovoltaic Detectors With Composition Gradients by Jiahui Chen, Wangyong Chen, Linlin Cai, Haifeng Chen, Pengling Yang, Dahui Wang, Manling Shen, Xiangyang Li, Hui Qiao

“…The IF structure has the best current response at illumination intensities below 20 W/cm², with the peak responsivity of the nonlinear model exceeding 2.8 A/W. The VF structure has the best current response at illumination intensities above 20 W/cm² and exhibits the best saturation characteristics, with its saturation threshold consistently above 15 W/cm², while the PF structure with nonlinear increasing (nInc) compositional gradient exhibits excellent linearity of response under conditions of high illumination intensity. …”
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Three-Dimensional Mesoscopic DEM Modeling and Compressive Behavior of Macroporous Recycled Concrete by Yupeng Xu, Fei Geng, Haoxiang Luan, Jun Chen, Hangli Yang, Peiwei Gao

“…The mesoscopic-scale discrete element method (DEM) modeling approach demonstrated high compatibility with macroporous recycled concrete (MRC). …”
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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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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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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

“…Feature importance analysis using SHAP and Gini index methods revealed that aluminum, catalyst, and ammonium perchlorate were the most influential factors. …”
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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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Efficient Phosphorus capture from treated sanitary wastewater using a waste-derived SiO2@FeOOH composite: Robustness, Ca2+ interactions, and recovery perspectives by Renan S. Nunes, Gabriela T.M. Xavier, Alessandro L. Urzedo, Pedro S. Fadini, Marcio Romeiro, Wagner A. Carvalho

“…As a result, the behavior of the adsorbent under controlled conditions was successfully modeled, and relevant interactions between the material and Ca2+ ions were identified under simulated conditions. …”
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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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A generalized machine learning framework to estimate fatigue life across materials with minimal data by Dharun Vadugappatty Srinivasan, Morteza Moradi, Panagiotis Komninos, Dimitrios Zarouchas, Anastasios P. Vassilopoulos

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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

“…This research seeks to explore the relationship between the antioxidant and pro-inflammatory properties of diet and the risk of all-cause mortality among cancer survivors.MethodsAdults aged 20 and above who had been diagnosed with cancer and participated in the National Health and Nutrition Examination Survey (NHANES) from 2001 to 2018 were selected for this study. …”
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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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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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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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Association of pre- and post-diagnosis dietary total antioxidant capacity (TAC) and composite dietary antioxidant index (CDAI) with overall survival in patients with ovarian cancer... by Dong-Dong Wang, Ming-Qian Jia, He-Li Xu, Yu Li, Jia-Xin Liu, Jia-Cheng Liu, Jia-Nan Sun, Fan Cao, Lang Wu, Fang-Hua Liu, Yi-Zi Li, Yi-Fan Wei, Xiao-Ying Li, Qian Xiao, Song Gao, Dong-Hui Huang, Tao Zhang, Ting-Ting Gong, Qi-Jun Wu

“…Objective This study aimed to investigate these associations in a prospective cohort of Chinese patients with OC. Methods In this prospective cohort study, patients with epithelial OC completed a food frequency questionnaire at diagnosis and 12 months post-diagnosis, and were followed from 2015 to 2023. …”
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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

“…Next, the Logarithmic Mean Divisia Index (LMDI) model and shock detection method were applied to identify and quantify the driving factors of WF. …”
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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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Using the Bayesian Model Averaging Approach for Genomic Selection by Considering Skewed Error Distributions by Azadeh Ghazanfari, Afshin Fayyaz Movaghar

“…In this study, we use the Bayesian model averaging (BMA) method for genomic selection by considering the skewed error distributions. …”
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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

“…This CCD method was employed to optimize and evaluate the interaction effects of fermentation conditions (media pH (4–6), inoculum size (1–10 v/v %), and fermentation time (48–96 h.). …”
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