Conditional universal differential equations capture population dynamics and interindividual variation in c-peptide production by Max de Rooij, Natal A. W. van Riel, Shauna D. O’Donovan

“…As a data-driven approach, UDEs are also vulnerable to overfitting and consequently cannot sufficiently generalize to heterogeneous populations. We propose a conditional UDE (cUDE) where we assume that the structure and weights of the embedded neural network are common across individuals, and introduce a conditioning parameter that is allowed to vary between individuals. …”
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Problems with Missing Tricomi Condition and Analog of Frankl Condition for One Class of Mixed Type Equations by Assel Makulbay, Mirakhmat Mirsaburov, Abdumauvlen Berdyshev, Gulbakhor Mirsaburova

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Temporal Vine Water Status Modeling Through Machine Learning Ensemble Technique and Sentinel-2 Multispectral Images Under Semi-Arid Conditions by Vincenzo Giannico, Simone Pietro Garofalo, Luca Brillante, Pietro Sciusco, Mario Elia, Giuseppe Lopriore, Salvatore Camposeo, Raffaele Lafortezza, Giovanni Sanesi, Gaetano Alessandro Vivaldi

“…In this study, the integration of machine learning and satellite remote sensing (Sentinel-2) was investigated to obtain a model able to predict the stem water potential in viticulture using multispectral imagery. …”
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Effect of initial herbicide concentration of atrazine, pyroxasulfone, and saflufenacil dissipation under field and laboratory conditions by Thomas C. Mueller, Randall L. Landry, Lawrence E. Steckel

“…This finding is important for researchers who use herbicide degradation rates in simulation modeling because herbicide degradation is often assumed to be independent of the rate applied. …”
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Research on Temporary Support Robot for the Integrated Excavation and Mining System of Section Coal Pillar by Hongwei Ma, Jiashuai Cheng, Chuanwei Wang, Heng Zhang, Wenda Cui, Xusheng Xue, Qinghua Mao, Peng Liu, Yifeng Guo, Hao Su, Zukun Yu, Peng Wang, Haibo Tian

“…The boundary conditions of the dynamic model were set, and the corresponding relationship between the temporary support robot’s supporting force and its maximum static friction force was determined. …”
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Dynamic Response Analysis of Tooth Root Crack Failure in Helical Idler Gear System Under Different Working Flank Conditions by Hengzhe Shi, Wei Li, Wanlin Zhou

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Hierarchical Bayesian Reliability Model for Wind Turbines with Small Fault Sample Sets by Dameng WANG, Zhiyong MA, Yibing LIU, Wei TENG

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DisasterAdaptiveNet: A robust network for multi-hazard building damage detection from very-high-resolution satellite imagery by Sebastian Hafner, Sebastian Gerard, Josephine Sullivan, Yifang Ban

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LABOUR SAFETY IMPROVING BASED ON OCCUPATIONAL RISK MANAGEMENT by Yulia Yuryevna Kiseleva, Vladimir Lavrentyevich Gaponov

“…The occupational risk management model in case of the machine workshop is offered. …”
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Study on the impact of air pollutants on childhood asthma in Nanjing based on a distributed lag non-linear model by Wenjing Li, Ting Ding, Yahui Feng, Jin Xu, Zhuo Li

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Sufficient conditions for convergence of positive solutions to linearized two-dimensional sediment transport problem by Alexander I. Sukhinov, Valentina V. Sidoryakina, Andrey A. Sukhinov

“…The study of the linearized problem correctness and the determination of sufficient conditions for positivity of solutions are of special interest because only positive solutions to this sediment transport problem have physical value within the framework of the considered models. …”
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Determining the risk factors of malaria and anemia in children between 6 and 59 months using the joint generalized linear mixed model on the 2021 Nigeria Malaria Indicator Survey d... by Talani Mhelembe, Shaun Ramroop, Faustin Habyarimana

“…Understanding socioeconomic, demographic, and geographical factors associated with malaria and anemia, is critical for effective intervention strategies.ObjectiveThe study aims to assess the risk factors for malaria and anemia in children under 5 years using the joint generalized linear mixed model (JGLMM).MethodsThe Nigeria Malaria Indicator Survey (NMIS) 2021 dataset was used, with a sample of 10,120 children aged 6–59 months. …”
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Trading off 1-norm and sparsity against rank for linear models using mathematical optimization: 1-norm minimizing partially reflexive ah-symmetric generalized inverses by Fampa, Marcia, Lee, Jon, Ponte, Gabriel

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Understanding behavioral intentions of UG and PG students in Tier II Indian cities toward AI-technology adoption in higher education: a mixed-methods approach using the SOR model by Prashant Dev Yadav, Vikas Madhukar, Ankit Dhamija, Rishi Manrai

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Spatial Change of Dominant Baltic Sea Demersal Fish Across Two Decades by Liam MacNeil, Frane Madiraca, Saskia Otto, Marco Scotti

“…We collated 20 years (2001–2020) of standardized scientific bottom trawl data to fit several versions of hierarchical generalized additive models using biomass (kg km−2) of four dominant demersal species (Common dab, European flounder, European plaice, Atlantic cod) within yearly and seasonal (winter and autumn) time windows. …”
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Generalized angular-order parton showers in Herwig 7 by Joon-Bin Lee, M. R. Masouminia, Michael H. Seymour, Un-ki Yang

“…Abstract This paper presents the inaugural investigation of beyond the Standard Model (BSM) radiation processes, framed as a generalized, process- and model-independent parton shower algorithm within Herwig 7, based on direct translations of Universal FeynRules Output (UFO) constructed via Herwig’s ufo2herwig module. …”
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A new Liu-type estimator in a mixed Poisson regression model by Ohud A. Alqasem, Ali T. Hammad, M. M. Abd El-Raouf, Abdirashid M. Yousuf, Ahmed M. Gemeay

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The probabilistic and dynamic nature of perception in human generalization behavior by Kenny Yu, Wolf Vanpaemel, Francis Tuerlinckx, Jonas Zaman

“…We integrated perceptual and generalization theories into a computational model using data from 80 participants who underwent Pavlovian fear conditioning experiments. …”
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Trends in incidence, mortality, and conditional survival of anaplastic thyroid cancer over the last two decades in the USA by Hongpeng Guo, Junjie Zhang, Yuanji Jia, Zongfeng Liu, Ying Qi, Chenglin Sun, Zhencun Cai, Ji Wu

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Generalized cross-entropy benchmarking for random circuits with ergodicity by Bin Cheng, Fei Meng, Zhi-Jiong Zhang, Man-Hong Yung

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