Research On Calculation of Longitudinal Deformation of The Underlying Shield Tunnel Caused By Excavation of The Foundation Pit Considering Consolidation Effects by LYU Linhai, DONG Cheng, ZHAO Zhe, JIANG Mingjie, JI Yongkai, QIU Shizheng, ZHANG Zhendong, MEI Guoxiong

“…The model is solved analytically using the Laplace-Fourier integral transform method combined with ordinary differential equation theory, yielding closed-form solutions for soil displacement and excess pore pressure. …”
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Integrating Radiomics and Lesion Mapping for Cerebellar Mutism Syndrome Prediction by Xinyi Chai, Wei Yang, Yingjie Cai, Xiaojiao Peng, Xuemeng Qiu, Miao Ling, Ping Yang, Jiashu Chen, Hong Zhang, Wenping Ma, Xin Ni, Ming Ge

“…<b>Objective:</b> To develop and validate a composite model that combines lesion–symptom mapping (LSM), radiomic information, and clinical factors for predicting cerebellar mutism syndrome in pediatric patients suffering from posterior fossa tumors. …”
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Efficacy of Assessing Magmatic Storage Depth Using Natural Samples, Experiments and Thermodynamic Models: A Case Study From Valles Caldera, NM (USA) by Magdalen A. Grismer, Laura E. Waters, Gordon M. Moore, Gabriela A. Farfan

“…Abstract Estimates of magmatic storage are typically made using mineral assemblages in natural samples, experiments and thermodynamic models (e.g., MELTS), where each method has limitations. …”
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The use of Doppler velocimetry of the ophthalmic artery and the fullPIERS model to predict adverse outcomes in hospitalized pregnant women with preeclampsia: a prospective cohort s... by Welington Ued Naves, Renato Augusto Moreira, Viviane Nascimento Pereira Monteiro, Alberto Borges Peixoto, Luis Gustavo Freitas Castro, Rogério de Melo Costa Pinto, Angélica Lemos Debs Diniz

“…P2 was able to correctly identify 70% of pregnant women with PE who progressed to composite adverse outcomes, with a false positive rate of 30%. …”
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Nonlinear association between visceral fat metabolism score and heart failure: insights from LightGBM modeling and SHAP-Driven feature interpretation in NHANES by Ningyi Cheng, Yukun Chen, Lei Jin, Liangwan Chen

“…Ensemble models were compared for HF classification, with SHAP quantifying feature importance. …”
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Development of machine learning models for predicting non-remission in early RA highlights the robust predictive importance of the RAID score-evidence from the ARCTIC study by Gaoyang Li, Shrikant S. Kolan, Franco Grimolizzi, Joseph Sexton, Giulia Malachin, Guro Goll, Tore K. Kvien, Tore K. Kvien, Nina Paulshus Sundlisæter, Manuela Zucknick, Siri Lillegraven, Espen A. Haavardsholm, Espen A. Haavardsholm, Bjørn Steen Skålhegg

“…The predictive power of each feature was assessed using a composite measure derived from individual algorithm estimates.ResultsThe model demonstrated a mean AUC-ROC of 0.75-0.76, with mean sensitivity of 0.77-0.81, precision (also referred to as Positive Predictive Value) of 0.77-0.79 and specificity of 0.63-0.66 across the criteria. …”
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Treatment responses to Azithromycin and Ciprofloxacin in uncomplicated Salmonella Typhi infection: A comparison of Clinical and Microbiological Data from a Controlled Human Infecti... by Celina Jin, Malick M Gibani, Shaun H Pennington, Xinxue Liu, Alison Ardrey, Ghaith Aljayyoussi, Maria Moore, Brian Angus, Christopher M Parry, Giancarlo A Biagini, Nicholas A Feasey, Andrew J Pollard

“…Outcome measures included fever clearance time, blood-culture clearance time and a composite measure of prolonged treatment response (persistent fever ≥38.0°C for ≥72 hours, persistently positive S. …”
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A short-term predictive model for disease progression in acute-on-chronic liver failure: integrating spectral CT extracellular liver volume and clinical characteristics by Yuan Xu, Fukai Li, Bo Liu, Tiezhu Ren, Jiachen Sun, Yufeng Li, Hong Liu, Jianli Liu, Junlin Zhou

“…Calibration curves and DCA confirmed the high clinical utility of the combined model. Conclusions Patients without sarcopenia and/or with a lower ECVIC−liver have a better prognosis, and the integration of WBC, ECVIC−liver, Sarcopenia, CLIF-SOFA and MELD-Na scores in a composite model offers a concise and effective tool for predicting disease progression in ACLF patients. …”
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Mechanical properties and damage evolution mechanisms of polyurethane grouting materials for roadway reinforcement by Zijun Han, Hongtao Liu, Qinyu Liu, Jialu Liang, Xiaofei Guo, Yang Chen, Zhen Hao, Qiang Yao

“…Chemical grouting reinforcement technology is a crucial method for enhancing the stability of roadway surrounding rock. …”
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The Effectiveness of Instruction Based on the Four-Component Instructional Design (4C-ID) Model on Meaningful Learning and Critical Thinking in Sixth-Grade Students of Ardabil by Nader Heidari Raziabad, Vahid Rahimzadeh, Ali Khaleghkhah

“…Method Considering that the purpose of this research was the effectiveness of instruction based on the four-component educational design model (4C-ID) on meaningful learning and critical thinking. …”
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Design of Polarization-Maintaining FBGs Using Polyimide Films to Improve Strain-Temperature Sensing in CFRP Laminates by Andrea Annunziato, Francesco Anelli, James Gates, Christopher Holmes, Francesco Prudenzano

“…An exhaustive, accurate and robust investigation of the mechanisms originating Bragg wavelength shift is developed by considering a complete multiphysical model including: the propagation modes and their interaction, the birefringence, the optomechanical and thermal behaviour of both the optical fiber and the embedding composite material. …”
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Assessment of Organic Matter Influence on the Ecological Integrity of Poyang Lake Using O/E Model and Chemical–Biological Indices over the Past Two Decades by Jindong Wang, Wenjie Huang, Chenglian Feng, Hongyang Wang

“…The results showed that the benthic community structure is simple, and the biodiversity is low, which is mainly dominated by Insecta in Arthropoda and Oligochaeta in Oroidea, accounting for 84.3% and 42.4%, respectively; the results of the O/E index evaluated under the threshold of probability of capture ≥ 0.5 showed that the health grade of all sections was sub-healthy or average, which was consistent with the results of the chemical–biological composite index evaluation. The dual evaluation method of the O/E model and chemical–biological composite index adopted in this study integrates more than twenty years of long-time scale data; this method combined with long time scale data has not been studied before, and its advantage is that it can more objectively show the change in the ecological situation of Poyang Lake for many years. …”
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Developing Transferable Fourier Transform Mid-Infrared Spectroscopy Predictive Models for Buffalo Milk: A Spatio-Temporal Application Strategy Analysis Across Dairy Farms by Han Jiang, Peipei Wen, Yikai Fan, Yi Zhang, Chunfang Li, Chu Chu, Haitong Wang, Yue Zheng, Chendong Yang, Guie Jiang, Jianming Li, Junqing Ni, Shujun Zhang

“…Thus, a large number of phenotype data can be provided for buffalo production management and genetic breeding. In this study, models were established by using 12 pre-processing methods, artificial feature selection methods, and partial least squares regression. …”
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The Effect of Layer Thickness and Nozzle Diameter in Fused Deposition Modelling Printing on the Flexural Strength of Zirconia Ceramic Samples Produced by a Multistage Manufacturing... by Anton Smirnov, Oleg Yanushevich, Natella Krikheli, Yulia Zhukovskaya, Mihail Soloninkin, Petr Naumenko, Nestor Washington Solis Pinargote, Pavel Peretyagin, Sergey Grigoriev, Nikita Nikitin

“…The process of creating ceramic items using fused deposition modelling (FDM) enables the creation of intricate shapes for a variety of purposes, including tooling and prototyping. …”
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An Advanced Compression Molding Simulation and Validation of a Thick-Walled Carbon Fiber Sheet Molding Compound Brake Caliper by Andreas Kapshammer, Severin Huemer-Kals, Kepa Zulueta, Peter Fischer, Zoltan Major

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Response surface optimization of co-hydrothermal carbonation parameters of municipal sludge and enteromorpha by ZHI Youwei, XU Donghai*, LIU Huanteng, XU Mingxin, ZHENG Peiyao

“…The results indicated that the response surface models established by Central Composite Design exhibited a good fit (model P<0.05, corresponding lack-of-fit p>0.05), with minimal deviation between predicted values and actual values. …”
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Enhanced random vector functional link based on artificial protozoa optimizer to predict wear characteristics of Cu-ZrO2 nanocomposites by Mamdouh I. Elamy, Mohamed Abd Elaziz, Mohammed Azmi Al-Betar, A. Fathy, M. Elmahdy

“…For Cu-ZrO2 nanocomposites with reinforcement content up to 15 %, the model constructed using the APO method demonstrated excellent forecasting of the wear rate and coefficient of friction.…”
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Photocatalytic degradation of methylene blue and tetracycline under visible light by fabricated carbon quantum dot decorated TiO2 nanotubes by Jyoti Rawat, Charu Dwivedi, Pankaj Sharma

“…X-ray diffraction (XRD) results suggest that the decoration of CQDs onto TiO2 TNTs significantly hinders crystalline growth. The composites show excellent photocatalytic activity against methylene blue (MB) and tetracycline (TC) as model pollutants. …”
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A Generalized Shape Function for Vibration Suppression Analysis of Acoustic Black Hole Beams Based on Fractional Calculus Theory by Jun Xu, Ning Chen

“…Since fractional-order constitutive models can more accurately capture the properties of viscoelastic materials, a fractional dynamic model of an ABH structure covered with viscoelastic film is established based on the fractional Kelvin–Voigt constitutive equation and the mechanical analysis of composite structures. …”
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Synergy enhancement in low-frequency sound absorption by a nanofibre coating for the microperforated panels by Jingze Liu, R. Hugh Gong, Enza Migliore

“…Because of the synergy enhancement effect, the performance of the absorber is much exceed the expect of the transfer matrix method (TMM) model. A very thin coating of nanofibres enables a significant increase in MPP performance. …”
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