Electricity Carbon Coupled Market Modeling Method and Market Optimization Mechanism Based on Dynamic Carbon Emission Intensity by Tong ZHAO, Xuesong LI, Hao ZHOU, Yu DING, Bin YANG, Wentao WANG, Peng WANG

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Dimensionality Reduction Reconstitution for Extreme Multistability in Memristor-Based Colpitts System by Yunzhen Zhang, Zhong Liu, Mo Chen, Huagan Wu, Shengyao Chen, Bocheng Bao

“…To explore dynamical mechanism, an equivalent 3-D dimensionality reduction model is built using the state variable mapping (SVM) method, which allows the implicit initials of the 4-D memristor-based Colpitts system to be changed into the corresponding explicitly initials-related system parameters of the 3-D dimensionality reduction model. …”
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Dimensionality Reduction Optimization of High Subsonic Unmanned Aerial Vehicles Intake by Zeqi QI, Zheng GUO, Suqi CHEN, Ke YU

“…The data indicates that the dimensionality reduction method employed successfully reduced computational power consumption and improved the fitting accuracy of the surrogate model. …”
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A physical state prediction method based on reduce order model and deep learning applied in virtual reality by Pengbo Yu, Qiyu Liu, Qiyu Liu, Qiyu Liu, Qiyu Liu, Siyun Yi, Ming Zhu, Yangheng Hu, Gexiang Zhang, Gexiang Zhang

“…To enhance the application of VR, a real-time VR visualization method is introduced, which adopts a pre-trained deep learning model to construct high-fidelity physical dynamic changes. …”
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Flood risk modelling by the synergistic approach of machine learning and best-worst method in Indus Kohistan, Western Himalaya by Ashfaq Ahmad, Jiangang Chen, Xiaoqing Chen, Nitesh Khadka, Muhib Ullah Khan, Chenyuan Wang, Muhammad Tayyab

“…In this study, we propose a novel synergistic approach for flood risk mapping in Indus Kohistan, Pakistan, by integrating machine learning (ML) models and the best-worst method (BWM). Flood hazard assessment was carried out using random forest (RF) and extreme gradient boosting (XGBoost), while flood vulnerability was evaluated through BWM. …”
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Design and test on vibration reduction for knife driving device of combine harvester by Wang Zhiming, Ma Guang, Lü Pengmin, Chen Ni

“…A low-cost balance mass is generally used in this mechanism to offset the unbalanced force for vibration reduction. The vibration characteristics of the knife driving system should be clarified in order to develop a method to reduce the vibration. …”
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Could the Inflation Reduction Act Maximum Fair Price Hurt Patients? by Anne M. Sydor, Esteban Rivera, Robert Popovian

“…# Background The Inflation Reduction Act’s Medicare Drug Price Negotiation Program allows the federal government to negotiate caps for select medications. …”
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Comparative Analysis of Biomechanical Stability and Pain Reduction in Novel TLIF Devices by Shaolong Tang, Dan Pan, Siyuan Chen, Hengyuan Li, Zhaoming Ye

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Optimizing Catamaran Hull Form for Resistance Reduction: Methodology and Case Study by Evgenii Iamshchikov, Jolanta Janutenienė, Pranas Mažeika, Rima Mickevičienė, Diego Villa, Tomas Zapnickas, Vasilij Djackov

“…The approach involves selecting geometric parameters, defining variation limits to suit the design task, choosing appropriate evaluation methods and analyzing the results to identify the optimal catamaran geometric parameters. …”
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Enhancing landslide susceptibility modelling through a novel non-landslide sampling method and ensemble learning technique by Chao Zhou, Yue Wang, Ying Cao, Ramesh P. Singh, Bayes Ahmed, Mahdi Motagh, Yang Wang, Ling Chen, Guangchao Tan, Shanshan Li

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Study on Strength Failure Mechanism of Super-reduction Ratio Hypoid Gears by Yu Zhang, Peng Zhou, Zedong Li, Pei Liang, Zhiyong Wang

“…Aiming at the problems of strength and fatigue of super-reduction ratio hypoid gears， a calculation of the gear blank parameters is completed， a three-dimensional assembly model is established， and a finite element simulation is carried out on the super-reduction ratio hypoid gears； a calculation method for calculating the design parameters of the pinion from the design parameters of the large gear is derived， and the corresponding pinion and large gear tooth blanks can be calculated. …”
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Study of the Noise Reduction of DF9S1600 Gearbox Reverse Gear by Li Haiqing

“…Based on multi-body dynamics theory,by using SolidWorks software,a solid model gear transmission is built and by using ANSYS software meshing,gear transmission model achieves flexible,the modal analysis is completed. …”
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Reflection Reduction on DDR3 High-Speed Bus by Improved PSO by Huiyong Li, Hongxu Jiang, Bo Li, Miyi Duan

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Analytical Reduction of Nonlinear Metabolic Networks Accounting for Dynamics in Enzymatic Reactions by Claudia López Zazueta, Olivier Bernard, Jean-Luc Gouzé

“…Here, we propose a rigorous approach to reduce metabolic models using quasi-steady-state reduction based on Tikhonov’s theorem, with a characterized and bounded reduction error. …”
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Optimization of Vibration Reduction Ability of Ladder Tracks by FEM Coupled with ACO by Hao Jin, Weining Liu, Shunhua Zhou

“…In order to optimize the vibration reduction ability of ladder track, a new method, that is, the finite element method (FEM) coupled with ant colony optimization (ACO), has been proposed in this paper. …”
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Comprehensive review of dimensionality reduction algorithms: challenges, limitations, and innovative solutions by Aasim Ayaz Wani

“…Dimensionality reduction (DR) simplifies complex data from genomics, imaging, sensors, and language into interpretable forms that support visualization, clustering, and modeling. …”
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Active Distribution Network Optimal Operation Considering Conservation Voltage Reduction by Haijun XING, Baojiang XIE, Jian QIN, Yangfan LUO, Weiming LOU

“…CVR refers to operating under a lower voltage range on the premise of satisfying the supply voltage deviation, so as to achieve the purpose of energy saving and consumption reduction. The method proposed in this paper adopts the load exponential model and realizes the voltage reduction and energy saving operation through the adjustment of On-Load Tap Changer (OLTC). …”
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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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Robust H_∞ Control Synthesis of a Biomimetic Flapping Wing UAV Operating in Gusty Environment by Saddam Hussain Abbasi, Zaid Ahmed Shamsan, Nouman Abbasi

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Optimizing sustainable solar panel recycling: A feasibility study of mechanical recycling method by Sukaviriya Sarakorn, Ratanakuakangwan Sudlop

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