Forecast of regional water resource demand based on back-propagation neural network—taking Jinhua as an example by LIU Dan-dan, FENG Li-hua, WANG Ning

“…In order to extend the actual application based on back-propagation (BP) neural network to forecast the regional water resource demand, taking Jinhua as an example, the three types of the main factors of water resource demand in Jinhua were figured out by principal component analysis, which included dynamic changes of economy, improvement of the water resource exploring and serious pollution of water resources. …”
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Efficiency validation for application of medical and psychological rehabilitation and digitalpsychophysiological therapy in regulation of atherosclerosis development at the level o... by A. V. Gertsev, Yu. N. Zakrevskii, V. N. Ischuk

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XILS Credibility Assessment and Scenario Representativeness Methodology Based on Geometric Similarity Analysis for Autonomous Driving Systems by Seungjae Han, Taeyoung Oh, Soohyeon Lee, Siyeong Park, Jinwoo Yoo

“…The three consistency measures are then utilized to derive a dynamics-based correlation metric for fidelity, along with parameter-based and scenario-based correlation and applicability metrics for reliability. …”
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BRIDGING PROFESSIONAL IDENTITY AND DIGITAL PLATFORMS: A COMPREHENSIVE STUDY OF SELF-MARKETING AND CAREER DEVELOPMENT by Aram Qadir, Jacek Binda

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The Potential of Zebrafish Larvae and Water Vortex Protocols in Stress Biology by Rodrigo J. De Marco

“…These purely physical stressors exploit the innate positive rheotropism of developing zebrafish, offering precise control over timing and strength while avoiding confounding factors associated with chemical or biological interventions. …”
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A novel framework for fluid/structure interaction in rapid subject specific simulations of blood flow in coronary artery bifurcations by Blagojević Milan, Nikolić Aleksandar, Živković Miroslav, Živković Milorad, Stanković Goran

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Optimization of co-flow micro-heat-exchanger performance using Response Surface Methodology: energy transfer rate and thermodynamic irreversibility by Ferhi Mokhtar, Mliki Bouchmel, Miri Rached, Djebali Ridha

“…The interplay between these factors reveals that higher Re (linked to increased inlet velocities) intensifies convective heat transfer but also elevates viscous dissipation, presenting a trade-off between Nu_avg and S_gen. …”
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Methodology for ensuring the functional stability of aircraft integrated modular avionics complex by Г. А. Калашник, М. А. Калашник-Рибалко

“… The article presents the methodology of ensuring the functional stability of aircraft avionics complexes under the influence of failure and destabilizing factors. It is based on the procedure of maintaining valid knowledge bases of individual modules of the avionics complex through the organization of dynamic verification of such knowledge bases during their application on the principle of the probabilistic diagnostic core with system recovery without significant restructuring of verification means. …”
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DBO-AWOA: An Adaptive Whale Optimization Algorithm for Global Optimization and UAV 3D Path Planning by Tao Xu, Chaoyue Chen

“…The rapid expansion of unmanned aerial vehicle (UAV) applications in complex environments presents significant challenges in 3D path planning, particularly in overcoming the limitations of traditional methods for dynamic obstacle avoidance and computational efficiency. …”
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Exploring the role of toxic and therapeutic compounds in aryl hydrocarbon receptor (AhR) modulation: insights from molecular modeling study by Manisha Sahoo, Luna Samanta, Raghunath Satpathy

“…Part of the basic helix-loop-helix (bHLH) transcription factor family, AhR contains a central PER-ARNT-SIM (PAS) domain crucial for binding ligands. …”
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Ultrafast Study of Interfacial Charge Transfer Mechanism in Assembled Systems of CsPbBr₃ and Titanium Dioxide: Size Effect of CsPbBr₃ by Ying Lv, Menghan Duan, Jie An, Yunpeng Wang, Luchao Du

“…We expect that our experimental results provide experimental support for the application of novel quantum dots for solar cell materials.…”
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Oral Microbiome Research in Biopsy Samples of Oral Potentially Malignant Disorders and Oral Squamous Cell Carcinoma and Its Challenges by Bruno Špiljak, Petar Ozretić, Ana Andabak Rogulj, Božana Lončar Brzak, Vlaho Brailo, Marija Škerlj, Danica Vidović Juras

“…Ultimately, this manuscript addresses the question, “Should such research be undertaken, given the intricate interactions of various factors and the inherent obstacles involved?”, and also emphasizes the importance of further research to optimize clinical applications and improve patient outcomes.…”
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Clinical–radiomics model for predicting internal mammary lymph node metastasis in operable breast cancer patients by Wei Wang, Wenyu Zhang, Ting Yu, Ting Yu, QingWei Wu, ChengLin Yang, ChengLin Yang, Jianbin Li

“…We developed a predictive model by combining clinicopathological factors with preoperative dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) radiomics to accurately predict IMN metastasis in breast cancer.MethodsPatients who had no evidence of IMN metastasis on preoperative images but underwent internal mammary sentinel lymph node biopsy (IM-SLNB) were included in this study. …”
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Complex travelling wave solutions of fractional nonlinear coupled malaria model: bifurcation, chaos, and multistability by Abdullah, Muhammad Shakeel, Shah Muhammad, Hameed Gul Ahmadzai

“…Abstract This study explore the dynamics of malaria transmission utilizing a novel fractional nonlinear coupled malaria model with a beta derivative, intending to expand our understanding of the complex factors that drive disease spread. …”
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Numerical modelling of a variable rate spraying drone and comparison to experimental evaluations by Fatemeh Joudi-Sarighayeh, Hossein Mousazadeh, Mohammad Hasan Sabet Dizavandi, Farzad Mohammadi, Foad Hassanlou, Niloofar Ghasemi, Zahra Hajalioghli, Alireza Tafteh

“…Future research should explore additional influential factors and conduct field experiments under a range of environmental conditions to validate simulation outcomes and enhance practical applications in agriculture.…”
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A nomogram for predicting early bacterial infection after liver transplantation: a retrospective study by Jie Yu, Jie Yu, Jichang Jiang, Jichang Jiang, Caili Fan, Caili Fan, Jinlong Huo, Jinlong Huo, Tingting Luo, Tingting Luo, Lijin Zhao, Lijin Zhao

“…These results indicate that the developed model exhibits good predictive performance and a moderate error in training and validation.ConclusionThe nomogram constructed in this study showed good differentiation, calibration, and clinical applicability. It can effectively identify the high-risk group for bacterial infection in the early postoperative period after liver transplantation, while simultaneously helping the transplant team dynamically monitor the key indicators and optimize perioperative management.…”
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Controllability and Observability of Heterogeneous Networked Systems With Non-Uniform Node Dimensions and Distinct Inner-Coupling Matrices by Aleena Thomas, Abhijith Ajayakumar, Raju K. George

“…These conditions show the dependence of network controllability and observability on various node and network-specific factors. As a practical application, a three-sector economy is modelled as a heterogeneous networked system with distinct node dimensions and its controllability is analysed. …”
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Full-process aerosol jet printing modelling: achieving high-fidelity simulation via coupling jetting and deposition by Yufeng Jin, Hao Yi, Huajun Cao, Xianshan Dong

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Removal of the iron oxide layer from a fuel tank wall: Effect of nozzle distance and impact angle on water jet pressure by Thong Duc Hong, Minh Quang Pham, Thien Phuoc Huynh, Thang Viet Vu, Lam Quang Tran

“…The effects of these two factors on the water jet impact pressure are independent of each other, and both have linear functions. …”
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Additional Evidence for the Existence of a Primordial Disk System by Shuai Xu, Haibo Yuan, Bowen Huang, Timothy C. Beers, Yang Huang, Maosheng Xiang, Kai Xiao, Jihye Hong, Young Sun Lee, Wuming Yang

“…., and select 12,000 VMP stars (1604 dwarfs and 10,396 giants) with available high-quality astrometry. After calculating dynamical parameter estimates using AGAMA , we employ the nonnegative matrix factorization technique to the v _ϕ distribution across bins in ${Z}_{{\rm{\max }}}$ (the maximum height above or below the Galactic plane during the stellar orbit). …”
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