Optimizing photovoltaic performance: Data-driven maximum power point prediction via advanced regression models by Maissa Farhat, Azzeddine Dekhane, Abdelhak Djellad, Maen Takruri, Aws Al-Qaisi, Oscar Barambones

“…The accurate prediction of the Maximum Power Point (PMPP) in photovoltaic (PV) systems is critical for optimizing energy yield and enhancing solar energy harvesting efficiency. This study explores the application of data-driven methods to improve PMPP prediction, utilizing advanced regression techniques such as Ridge Regression, Lasso Regression, Decision Tree Regression, and Random Forest Regression. …”
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Multistage Scheduling of VPP Under Distributed Locational Marginal Prices and LCOE Evaluation by Furquan Nadeem, Arup Kumar Goswami, Prashant Kumar Tiwari, Mukesh Pushkarna, Din Bandhu, Mohannad Alhazmi

“…The model’s practicality is verified using the GAMS environment, and its efficiency is gauged through LCOE benchmarking. Furthermore, this paper unveils a communication framework for the VPP, grounded in IEC 61850-8-2 protocol. …”
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Space-Time Finite Element Tensor Network Approach for the Time-Dependent Convection–Diffusion–Reaction Equation with Variable Coefficients by Dibyendu Adak, Duc P. Truong, Radoslav Vuchkov, Saibal De, Derek DeSantis, Nathan V. Roberts, Kim Ø. Rasmussen, Boian S. Alexandrov

“…The effectiveness of the proposed method, in terms of memory efficiency and computational complexity, is demonstrated through a series of numerical experiments, including a semi-linear example.…”
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Electrochemical activities of Ni-Ti alloy in artificial blood plasma with Trigonella foenum graecum seeds by Selvam Annamalai, Santiagu John Mary, Asirvatham Ajila, Devadoss Delinta, Vijayagopal Sribharathy, Senthamarai Kannan Muthukumaran

“…The corrosion inhibition efficiency of Ni-Ti alloy in ABP in the presence of TFG seeds at various concentrations for different times was improved and protected.…”
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Physical activity and network attack tolerance preserve motor function in Parkinson’s disease: A pilot study by Adrian L. Asendorf, Elena Guerra, Verena Dzialas, Magdalena Banwinkler, Hendrik Theis, Niklas Hagemann, Kathrin Möllenhoff, Thilo van Eimeren, Merle C. Hoenig

“…NAT was assessed at global and subnetwork level by calculating global efficiency upon iterative node removal. Linear-mixed-effects models were used to test the effects of PA, education, and dopamine integrity on NAT. …”
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Deep Learning Method for Breakdown Voltage and Forward <i>I-V</i> Characteristic Prediction of Silicon Carbide Schottky Barrier Diodes by Hao Zhou, Xiang Wang, Shulong Wang, Chenyu Liu, Dongliang Chen, Jiarui Li, Lan Ma, Guohao Zhang

“…Our research shows the applicability and high efficiency of introducing deep learning into device characteristic prediction.…”
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ZnS and Reduced Graphene Oxide Nanocomposite-Based Non-Enzymatic Biosensor for the Photoelectrochemical Detection of Uric Acid by Yao Zhao, Niancai Peng, Weizhuo Gao, Fei Hu, Chuanyu Zhang, Xueyong Wei

“…The RGO significantly enhanced the electron transfer efficiency of the ZnS nanoflakes, which further led to a better photoelectrochemical property of the ZnS/RGO nanocomposites. …”
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A Trusted Batch Authentication Mechanism Based on Tree for Power Internet of Things by Baohua ZHAO, Zhihao WANG, Liandong CHEN, Chunhui REN, Fajiang YU, Qing XU

“…However, the existing data processing architecture has problems such as excessive pressure in cloud platform, and the existing trusted measurement architecture also has problems such as low efficiency and excessive consumption. This paper proposed a trusted batch authentication mechanism based on unbalanced hash tree, which is suitable for power Internet of things based on cloud-edge collaborative. …”
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Advancing forensic investigations based on TiO2/Bi2O3 electrochemical sensor for precise potassium estimation in vitreous humor by Zulfiqar Ali Buzdar, Hamza Ali, Maria Munir, Naveed A. Shad, Allah Rakha, Anam Munawar

“…The elevated sensitivity of the nano-composite to potassium concentrations opens new possibilities for enhancing the accuracy and efficiency of forensic analyses, ultimately aiding in the pursuit of justice.…”
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Facile colorimetric detection of As(V) in Rice with immobilized acid phosphatase on hollow metal-organic frameworks hybrid with peroxidase-like activity by Zhiyang Qin, Zhuolan Xu, Yixin Liu, Xinguang Qin, Gang Liu, Xinlin Wei, Haizhi Zhang

“…Firstly, the morphology, structure, immobilization efficiency and catalytic ability of obtained AuHT@ACP were fully characterized. …”
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HSI Reconstruction: A Spectral Transformer With Tensor Decomposition and Dynamic Convolution by Le Sun, Xihan Ma, Xinyu Wang, Qiao Chen, Zebin Wu

“…Moreover, we replace the conventional linear projection layer with ODConv to substantially improve feature extraction capabilities. …”
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A Novel Algorithm for Adaptive Detection and Tracking of Extended Targets Using Millimeter-Wave Imaging Radar by Ge Zhang, Weimin Shi, Xiaofeng Shen, Qilong Miao, Chenfei Xie, Lu Chen

“…Compared to existing ET tracking algorithms, the proposed SPS method demonstrates superior universality in accommodating diverse scattering point distributions and integrates detection and tracking into a unified process, thereby significantly improving information utilization efficiency. The effectiveness of the algorithm is validated through extensive simulations and real-world data collected using a millimeter-wave (mmWave) imaging radar operating in the Linear Frequency Modulated Continuous Wave (LFMCW) mode.…”
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Electrodeposition of Au Nanoparticles on 2D Layered Materials and Their Applications in Electrocatalysis of Nitrite by Oana Elena Carp, Mirela-Fernanda Zaltariov, Mariana Pinteala, Adina Arvinte

“…The morphological and electrochemical data demonstrate the efficiency of the electrodeposition process and the preferability of gold nanoparticles for certain attachment sites depending on the nature of the material used as a substrate and the deposition method used. …”
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Telomeres stall DNA loop extrusion by condensin by Brian T. Analikwu, Alice Deshayes, Jaco van der Torre, Thomas M. Guérin, Allard J. Katan, Claire Béneut, Roman Barth, Jamie Phipps, Vittore Scolari, Xavier Veaute, Didier Busso, Karine Dubrana, Stefano Mattarocci, Cees Dekker, Stéphane Marcand

“…Our findings show that linear arrays of DNA-bound proteins can efficiently halt DNA loop extrusion by SMC proteins, which may impact cellular processes from telomere functions to transcription and DNA repair.…”
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High-Performance Two-Stage DC/DC Converter Based on LADRC-PI Hybrid Control for PEM Electrolyzer Hydrogen Production by Qingshuai Yu, Zhenao Sun, Yetong Han, Tuanlong Zhang, Rongxing Zhang, Muhua Lin

“…The subsequent three-phase LLC stage operates at a fixed resonant frequency, achieving inherent output current ripple suppression through multi-phase cancellation while maintaining high conversion efficiency. A dual-loop control architecture incorporating linear active disturbance rejection control (LADRC) with PI compensation is developed to improve transient response compared to conventional PI-based methods. …”
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Review on velocity slip with thermal features of irregular heat transport enhancement of hybrid nanofluids by Mudassar Qamar, Masood Khan, Muhammad Yasir, A.S. Shflot, M.Y. Malik

“…In engineering and industrial processes, hybrid nanofluids, an advanced form of nanofluid, are used to improve thermal efficiency. Hybrid nanofluids have various uses in refrigeration, tumor treatments, power stations, cooling systems, food processing, biomedical devices, and solar thermal systems. …”
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Local corner smoothing based on deep learning for CNC machine tools by Bai Jiang, Rong Sun, Ze-long Li, Liang Xu, Huang Liao, Xiao-yan Teng, Bing Li

“…Abstract Most of toolpaths for machining is composed of series of short linear segments (G01 command), which limits the feedrate and machining quality. …”
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Equilibrium and kinetic study for the adsorption of p-nitrophenol from wastewater using olive cake based activated carbon by N.T. Abdel-Ghani, E.S.A. Rawash, G.A. El-Chaghaby

“…The results of the present study proved the efficiency of using olive cake based activated carbon as a novel adsorbent for the removal of nitrophenol from aqueous solution.…”
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Managing Surcharge Risk in Strategic Fleet Deployment: A Partial Relaxed MIP Model Framework with a Case Study on China-Built Ships by Yanmeng Tao, Ying Yang, Shuaian Wang

“…We formulate the problem as a bi-objective mixed-integer programming model and prove that the ship chartering constraint matrix is totally unimodular, enabling the reformulation of the model into a partially relaxed MIP that preserves optimality while improving computational efficiency. We further analyze key mathematical properties showing that the Pareto frontier consists of a finite union of continuous, piecewise linear segments but is generally non-convex with discontinuities. …”
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Optimal Design Method of Integrated Energy Systems Considering Staged Planning and Equipment Replacement by Lei ZOU, Yiming TANG, Zhuping LIU, Zhengyong WU, Chao FANG, Chaoqun WANG, Fushuan WEN

“…As an important physical carrier of energy internet, an integrated energy system is of great significance for improving regional comprehensive energy efficiency, ensuring energy safety and realizing energy conservation and emission reduction. …”
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