LLM-Based Unknown Function Automated Modeling in Sensor-Driven Systems for Multi-Language Software Security Verification by Liangjun Deng, Qi Zhong, Jingcheng Song, Hang Lei, Wenjuan Li

“…In order to improve efficiency, we propose an LLM-based automated approach for modeling unknown functions. By fine-tuning a 20-billion-parameter language model, it automatically generates function models based on annotations and function names. …”
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Empirical Likelihood for Generalized Functional-Coefficient Regression Models with Multiple Smoothing Variables under Right Censoring Data by Hong-Xia Xu, Han-Sheng Zhong, Guo-Liang Fan

“…The purpose of this article is to apply the empirical likelihood method to study the generalized functional-coefficient regression models with multiple smoothing variables when the response is subject to random right censoring. …”
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Numerical Modeling on Ocean-Bottom Seismograph P-Wave Receiver Function to Analyze Influences of Seawater and Sedimentary Layers by Wenfei Gong, Hao Hu, Aiguo Ruan, Xiongwei Niu, Wei Wang, Yong Tang

“…Numerical modeling shows that seawater multiple reflections are mixed with the coda waves of the direct P-wave and slightly impact the extracted receiver functions and can thus be ignored in subsequent inversion processing. …”
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Discrete logic modelling as a means to link protein signalling networks with functional analysis of mammalian signal transduction by Julio Saez‐Rodriguez, Leonidas G Alexopoulos, Jonathan Epperlein, Regina Samaga, Douglas A Lauffenburger, Steffen Klamt, Peter K Sorger

“…Here we describe a computational approach—implemented in the free CNO software—for turning signalling networks into logical models and calibrating the models against experimental data. …”
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Application of Bi-Directional Functionally Graded Material Model for Free Vibration Analysis of Rotating Euler-Bernoulli Nanobeams by Sayed Mohammad Kazem Ohab-Yazdi, Mehran Kadkhodayan

“…In this work, mechanical vibration analysis of rotating bi-directional functionally graded Euler-Bernoulli nanobeams is investigated, which has not already been studied deeply based on the latest authors’ knowledge. …”
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Neuroregenerative effects of Clitoria ternatea in sciatic nerve crush injury: Morphological, morphometric, and functional analysis in rat model by Nur Zulaikha Azwan, Blaire Okunsai, Zaw Myo Hein, Che Mohd Nasril Che Mohd Nassir, Muhammad Danial Che Ramli

“…Results: Hepatic and renal histology confirmed no toxicity in CT-treated groups. Functional recovery was assessed on days 14 and 28 using walking track analysis, rotarod, toe-spreading reflex, and hot plate tests, all showing significant improvement in CT-treated and positive control groups. …”
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Chest wall strapping in a porcine model: Dynamic dysanapsis dilates airways for optimized function of the “oversized” lung by Eric Abston, Michael Eberlein

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Characterization of circRNA expression profiles and functional roles in a mouse model of liver injury induced by OSA by Qingshi Chen, Huiting Lai, Yuwei Chen, Zhuli Peng, Siying Wu, Dexin Liu

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Clinical prediction models for mortality and functional outcome following ischemic stroke: A systematic review and meta-analysis. by Marion Fahey, Elise Crayton, Charles Wolfe, Abdel Douiri

“…<h4>Objective</h4>We aim to identify and critically appraise clinical prediction models of mortality and function following ischaemic stroke.…”
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Altered spontaneous brain activities in maintenance hemodialysis patients with cognitive impairment and the construction of cognitive function prediction models by Qing Sun, Jiahui Zheng, Yutao Zhang, Xiangxiang Wu, Zhuqing Jiao, Lifang Xu, Haifeng Shi, Tongqiang Liu

“…The study aimed to probe the relationship between spontaneous brain activity and CI by using resting-state functional magnetic resonance imaging (rs-fMRI) data.Methods Here, 55 MHD patients with CI and 28 healthy controls were recruited. …”
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Data driven fuel consumption prediction model for green aviation using radial basis function neural network by Yuandi Zhao, Zhongyi Wang, Xiaohui Wang, Ye Song, Yuzhe Han

“…Abstract In response to the growing demand for sustainable aviation, a fuel consumption prediction model based on Radial Basis Function (RBF) Neural Networks was proposed. …”
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Phenotypically distinguishable eosinophilic cells do not impact epithelial functions in a triple-culture in vitro intestinal model by Christoph Benkstein, Laurin Mosig, Daniel Vondran, Heidi Schlichting, Lea Kissing, Bente Wohlert, Ida Gensmer, Larissa Nogueira de Almeida, Peter König, Peter König, Kerstin Fibelkorn, Anna Kordowski, Stefanie Derer-Petersen, Christian Sina, Christian Sina, Yves Laumonnier, Yves Laumonnier

“…Due to this complexity, studying human tissue function ex vivo is challenging. As surrogate systems, in vitro co-culture models have been proven to be reliable and affordable. …”
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Exploring the dynamics of lymphatic filariasis through a mathematical model and analysis with Holling type II treatment functions by F.A. Oguntolu, O.J. Peter, B.I. Omede, T.A. Ayoola, G.B. Balogun

“…This paper presents a robust deterministic mathematical model incorporat-ing Holling type II treatment functions to comprehensively investigate the dynamics of Lymphatic filariasis. …”
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Axonal Transport Defects in a Mitofusin 2 Loss of Function Model of Charcot-Marie-Tooth Disease in Zebrafish. by Anna L Chapman, Ellen J Bennett, Tennore M Ramesh, Kurt J De Vos, Andrew J Grierson

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Multi-Fidelity Surrogate Modeling via Hierarchical Kriging With Infinite-Width Bayesian Neural Network Correlation Function by Youwei He, Jiangshuo Cui

“…To mitigate the curse of dimensionality of HK for high-dimensional problems, an infinite-width Bayesian neural network correlation function is developed and incorporated to the HK model. …”
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Automated Classification and Identification of Non-Functional Requirements in Agile-Based Requirements Using Pre-Trained Language Models by Abdulrahim Alhaizaey, Majed Al-Mashari

“…Non-functional requirements (NFRs) are critical factors for software quality and success. …”
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Development of objective test functions for modeling and sensitivity analysis of the mechanical behaviour of aluminum-agro-marine waste composites by Obinna Onyebuchi Barah, Stephen Ndubuisi Nnamchi, Milon Dennison Selvam, Mustafah Muhamad Mundu, Abubakar Abdulkarim

Subjects: “…objective test function…”
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A 2-D Analytical Threshold Voltage Model for Symmetric Double Gate MOSFET's Using Green’s Function by Anoop Garg, S.N. Sinha, R.P. Agarwal

“…We have used Green’s function technique to solve the 2D Poisson equation, and derived the threshold voltage model using minimum surface potential concept. …”
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Health-related quality of life and family functioning in parents of children with Barth syndrome: an application of the Double ABCX model by Yoonjeong Lim, Ickpyo Hong, Areum Han

“…An independent samples t-test was used to compare HRQoL and family functioning between the two groups. Regression analysis was conducted to determine how a child’s functional performance, family cohesion, and satisfaction with healthcare affect HRQoL and family functioning of parents of children with BTHS. …”
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Harvesting Control for a Stage-Structured Predator-Prey Model with Ivlev's Functional Response and Impulsive Stocking on Prey by Kaiyuan Liu, Lansun Chen

“…We investigate a delayed stage-structured Ivlev's functional response predator-prey model with impulsive stocking on prey and continuous harvesting on predator. …”
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