Index-Based Neural Network Framework for Truss Structural Analysis via a Mechanics-Informed Augmented Lagrangian Approach by Hyeonju Ha, Sudeok Shon, Seungjae Lee

“…A truss is a discrete structural system composed of linear members connected to nodes. Despite their geometric simplicity, analysis of large-scale truss systems requires significant computational resources. …”
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VarProDMD: Solving Variable Projection for the Dynamic Mode Decomposition with SciPy’s optimization suite by Gerhard Reinerth, David Messmann, Jean Elsner, Ulrich Walter

“…The Variable Projection method, a nonlinear optimization scheme that splits linear from nonlinear parameters for optimization, relaxes the fixed sampling rate requirement. …”
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Bioactive modification of microfluidic chip surface for detecting recombinant human bone morphogenetic protein-2 by CHEN Jing, HE Hongyan, LIU Changsheng

“…It was found that the better capture efficiency of the first antibody could be obtained by using the higher power in the plasma treatment process. …”
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Investigating the Potential of an ANFIS-Based Maximum Power Point Tracking Controller for Solar Photovoltaic Systems by Yavuz Turkay, Ahmet Gurkan Yuksek

“…The efficacy of Maximum Power Point Trackers (MPPT) in enhancing the efficiency of photovoltaic (PV) modules has been well documented. …”
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Energy Demand Forecasting Scenarios for Buildings Using Six AI Models by Khaled M. Salem, Francisco J. Rey-Martínez, A. O. Elgharib, Javier M. Rey-Hernández

“…Understanding and forecasting energy consumption patterns is crucial for improving energy efficiency and human well-being, especially in diverse infrastructures like Spain. …”
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A Novel Hybrid Computational Technique to Study Conformable Burgers’ Equation by Abdul-Majeed Ayebire, Atul Pasrija, Mukhdeep Singh Manshahia, Shelly Arora

“…A fully discrete computational technique involving the implicit finite difference technique and cubic Hermite splines is proposed to solve the non-linear conformable damped Burgers’ equation with variable coefficients numerically. …”
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Characterization and optimization of heat engines: Pareto-optimal fronts and universal features by Gustavo A L Forão, Jonas Berx, Carlos E Fiore

“…Characterizing and optimizing nanoscopic heat engines require an appropriate understanding of the interplay between power, efficiency, entropy production and fluctuations. Despite significant recent advancements, including linear stochastic thermodynamics and thermodynamic uncertainty relations, a complete scenario remains elusive. …”
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Social Responsibility of Firms and the Impact of Bio-Economy in Intelligent Use of Renewable Energy Source by Mihai Andronie, Violeta-Elena Simion, Elena Gurgu, Adrian Dijmărescu, Irina Dijmărescu

“…Through its whole set of activities related to the invention, development, production and use of biological products and processes, bio-economy contributes significantly to the economy and to the progress of society by improving the sustainability of health, nutrition, energy efficiency, industry, environmental protection and human well-being in general. …”
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Single-fluid simulation of partially-ionized, non-ideal plasma facilitated by a tabulated equation of state by G. Su, S. T. Millmore, X. Zhang, N. Nikiforakis

“…We present a single-fluid approach for the simulation of partially-ionized plasmas (PIPs), which is designed to capture the non-ideal effects introduced by neutrals while maintaining computational efficiency close to that of single-fluid magnetohydrodynamic (MHD). …”
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Enhancing Agricultural Sustainability Through Intelligent Irrigation Using PVT Energy Applications: Implementing Hybrid Machine and Deep Learning Models by Youness El Mghouchi, Mihaela Tinca Udristioiu

“…Through this process, 301 optimal combinations of predictors and best-performing linear models for ETo prediction were identified. …”
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Structural Damage Detection Based on Sparrow Search Algorithm by Ziyan Ma, Xi Peng, Fengjiang Qin, Qiuwei Yang, Bin Xu

“…This method employs the SSA to solve the linear equations of frequency sensitivity to obtain structural damage parameters, thereby enabling structural damage assessment. …”
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Addressing power quality challenges in hybrid renewable energy systems through STATCOM devices and advanced gray wolf optimization technique by Muhammed F. Alwaeli, Sadjad Galvani, Vahid Talavat

“…Through tests, simulation results confirm the improvement of both current, voltage and Total Harmonic Distortion (THD) and reveal the efficiency of the proposed controller in supporting fast dynamic response. …”
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Scheduling Optimization of Electric Rubber-Tired Vehicles in Underground Coal Mines Based on Constraint Programming by Maoquan Wan, Hao Li, Hao Wang, Jie Hou

“…Furthermore, the computational efficiency is improved by 54.4% compared to Mixed-Integer Linear Programming (MILP). …”
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Parameter estimation of power system wideband oscillation based on Zoom FFT and relaxation algorithm by Shuang Feng, Yue Mei, Zhirui Zhang, Jiaxing Lei, Yi Tang

“…This simplification improves operational efficiency and demonstrates strong convergence and noise resistance. …”
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DBS-NET: A Dual-Branch Network Integrating Supervised and Contrastive Self-Supervised Learning for Birdsong Classification by Ziyi Wang, Hao Shi, Yan Zhang, Yong Cao, Danjv Lv

“…To improve training efficiency, the backbone networks of both branches share a portion of their weights, reducing the computational overhead. …”
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The Impact of Liquidity and Profitability on Shareholders’ Equity: Evidence from the Iraqi Stock Exchange by Shakhawan Saeed Sangawi, Kaiwan Hasan Salih, Kadhm Kamal Ahmad

“…The analysis was conducted using panel multiple linear regression (EGLS) in EViews 12. The findings reveal that working capital management has a significant positive effect on shareholders’ equity. …”
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Investigation of the anti-corrosion effects of Azadirachta indica leaf extract on various reinforcement steels in 1 M HCl: Results from electrochemical, DFT and simulation studies by E.S. Junaid Ahmed, G. Mohan Ganesh

“…The research explores the efficacy of Azadirachta indica (neem) leaf extract as a green corrosion inhibitor to mitigate corrosion of different steels in 1 M HCl using electrochemical tests - Tafel, Electrochemical impedance spectroscopy (EIS), Linear polarization resistance and Artificial Neural Network (ANN). …”
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STUDY OF PHYSICAL AND TECHNOLOGICAL TRAITS OF SEEDS OF LEGUMINOUS CROPS by I. A. Pankina, L. M Borisova, E. S. Belokurova

“…Some geometric traits such as a linear grain size, an external surface area, volume, indicator, sphericity, which vary broadly for all mentioned leguminous crops have been analyzed. …”
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System paradigm as a theoretical basis for strategic economic management in modern conditions by G. B. Kleiner

“…In the context of the turbulence of the global and national economy and the growing complexity of the interaction of the Russian economy with the Western world, it is necessary to expand the scope and improve the efficiency of organizations’ strategic management at all levels of the economy. …”
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The Effects of Non-Cash Transactions Through Quick Response Indonesian Standard (QRIS) on the Number of MSMEs Workers by Agni Agrasevy Dwiatma, Chaikal Nuryakin

“…QRIS aims to enhance transaction efficiency, accelerate financial inclusion, and advance micro, small, and medium enterprises (MSMEs). …”
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