Robust Classification of UWB NLOS/LOS Using Combined FCE and XGBoost Algorithms by Shoude Wang, Nur Syazreen Ahmad

“…The method begins with feature selection using the Pearson Correlation Coefficient to filter less correlated features of the UWB Channel Impulse Response (CIR) data, followed by outlier handling. …”
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Finite element ansysis and ISO calculation standard of tooth root bending strengthern of spiral beval gears by FENG Shaokun, WEI Bingyang, XIN Wen, CHENG Bo

“…The calculation of bending strength for spiral bevel gears is complex, making accurate evaluation extremely challenging. …”
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Phytoremediation and Environmental Law: Harnessing Biomass and Microbes to Restore Soils and Advance Biofuel Innovation by Aneta Kowalska, Robert Biczak

“…As assumed in the Green Deal, the European economy has to be turned into a resource-efficient and green economy with zero net emission of greenhouse gases. …”
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Investigation into forces on offshore piles with constant and linearly varying diameters using CFD and extended Morison equation under separate wave and current loadings by Kemal Bal, Deniz Bayraktar Bural

“…The classical Morison equation is evaluated alongside an extended version to address limitations in predicting forces on geometrically complex structures. Mesh convergence studies are performed to select the optimum grid size for separate wave and current simulations. …”
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Contact ion-pair SN2 reactions activated by Lewis Base Phase transfer catalysts by Ju Gyeong Jeong, Young-Ho Oh, Tae Hyun Park, Sung-Sik Lee, Dong Wook Kim, Sungyul Lee

“…In this extremely efficient and selective protocol of wide applicability, the CIP MF is activated by the Lewis base PTCs acting on the counter-cation M+ to drastically mitigate the latter’s retarding Coulomb forces on the adjacent nucleophile F-, with or without the participation of hydrogen bonds.…”
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Incorporating gene expression and environment for genomic prediction in wheat by Jia Liu, Jia Liu, Andrew Gock, Kerrie Ramm, Sandra Stops, Tanya Phongkham, Adam Norman, Russell Eastwood, Eric Stone, Shannon Dillon

“…IntroductionThe adoption of novel molecular strategies such as genomic selection (GS) in crop breeding have been key to maintaining rates of genetic gain through increased efficiency and shortening the cycle of evaluation relative to conventional selection. …”
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Simultaneous analysis of all SNPs in genome-wide and re-sequencing association studies. by Clive J Hoggart, John C Whittaker, Maria De Iorio, David J Balding

“…A non-zero coefficient estimate was interpreted as corresponding to a significant SNP. …”
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Einstein Aggregation Operator Technique for Linguistic q-Rung Orthopair Fuzzy Hypersoft Set With Application to Sustainable Construction Industry by Muhammad Saqlain, Harish Garg, Wiyada Kumam, Rana Muhammad Zulqarnain

“…To illustrate the method, a multi-criteria group decision making algorithm is proposed by using the stated operators and apply them to the case study related to the selection of the best construction company. To demonstrate the efficiency of the proposed algorithm, a comparative analysis between the proposed and the several existing studies is done by comparing the order of preference. …”
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Epitope-imprinted biomaterials with tailor-made molecular targeting for biomedical applications by Youlu Diao, Jia Gao, Yue Ma, Guoqing Pan

“…Despite these advancements, challenges such as template complexity, imprinting efficiency, and scalability remain. …”
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Optimizing PAPR performance for 6G OTFS waveform using adaptive genetic PTS method for Rician fading channels by Arun Kumar, Aziz Nanthaamornphong, Nishant Gaur

“…Compared to traditional methods, such as standard partial transmit sequence (PTS), selective mapping, and companding, AGA-PTS offers faster convergence and lower computational complexity owing to its dynamic phase adaptation mechanism. …”
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Advancing carbon capture with bio-inspired membrane materials: A review by W. Rahmah, K. Khoiruddin, I.G. Wenten, S. Kawi

“…Traditional carbon capture technologies face limitations such as high operational costs and limited efficiency. In contrast, bio-inspired membranes, drawing from the efficiency and specificity of natural systems, offer higher CO2 selectivity, reduced energy requirements, and increased sustainability. …”
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Importance of substrate type and its constituents on overall performance of microbial fuel cells by Somil Thakur, Rajnish Kaur Calay, Mohamad Y. Mustafa, Fasil E. Eregno, Ravindra R. Patil

“…The paper discusses the challenges such as suitability of various wastewaters, unpredictability of composition, presence of inhibitory chemicals like heavy metals or toxic organics that can subdue the microbial activity and reduce efficiency of a MFC reactor. It aims to identify the relationship between the substrate characteristics and MFC performance in order to select the substrate for achieving optimal output from MFC technology. …”
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Variational Quantum Monte Carlo Solution of the Many-Electron Schrödinger Equation Based on Deep Neural Networks by Huiping Su, Hongbo Gao, Xinmiao Wang, Xi He, Da Shen

“…Numerical methods for solving the Schrödinger equation require careful selection of basis configurations, and the complete basis set has high accuracy but its complexity increases exponentially in the number of particles. …”
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Ensemble Voting for Enhanced Robustness in DarkNet Traffic Detection by Varun Shinde, Kartik Singhal, Ahmad Almogren, Vineet Dhanawat, Vishal Karande, Ateeq Ur Rehman

“…Some noteworthy works include methodologies that use CNN with K-Means for the classification of zero-day applications with very high accuracy, or approaches using GAN for data augmentation and improvement of accuracy and training efficiency. Techniques, in most cases, however, are associated with low model interpretability and high computational complexity. …”
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Interference Mitigation and Collision Avoidance of Dynamic UAVBSs Network via Mobility Control: A Game Theoretic Approach by Omar Ali Thabet, Didem Kivanc Tureli, Ufuk Tureli

“…Mobility control of Unmanned Aerial Vehicle Base Stations (UAVBSs) can avoid collision and improve the power efficiency and coverage of the wireless network. In this work, UAVBS mobility control is formulated as an exact potential game. …”
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Strengthening system stability through wind farm integration: a comprehensive study of TCSC with Fuzzy Logic Control by Jawaharlal Bhukya

“…This study addresses these gaps by proposing a novel coordinated Fuzzy Logic Controller (FLC)-based POD and TCSC system to improve damping efficiency and real-time performance. The proposed system effectively handles nonlinear dynamics, complements traditional controllers, and mitigates the tuning complexities and slow response times of FLCs. …”
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Evaluating Coding Proficiency of Large Language Models: An Investigation Through Machine Learning Problems by Eunbi Ko, Pilsung Kang

“…These findings show that while LLMs can assist with ML coding tasks, they exhibit varying levels of efficiency depending on task complexity and preprocessing requirements. …”
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HSTCN-NuSVC: A Homogeneous Stacked Deep Ensemble Learner for Classifying Human Actions Using Smartphones by Sarmela Raja Sekaran, Ying Han Pang, Ooi Shih Yin, Lim Zheng You

“…The results exhibit the model’s effectiveness in enhancing generalisation across individuals with better accuracy and computational efficiency.   Doi: 10.28991/ESJ-2025-09-01-026 Full Text: PDF…”
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Heterologous Expression of the Nitrogen-Fixing Gene Cluster from <i>Paenibacillus polymyxa</i> in <i>Bacillus subtilis</i> by Xiuling Wang, Shiqing Gao, Jun Fu, Ruijuan Li

“…This is the first report describing the heterologous expression of the <i>nif</i> gene cluster in <i>B. subtilis</i>, establishing a foundation for engineering high-efficiency nitrogen-fixing biofertilizers.…”
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Deep Q-Networks for Minimizing Total Tardiness on a Single Machine by Kuan Wei Huang, Bertrand M. T. Lin

“…This study introduces a novel approach utilizing DQNs to model the complexities of job scheduling for minimizing tardiness through an informed selection utilizing look-ahead mechanisms of actions within a defined state space. …”
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