Kolmogorov–Arnold Networks for Interpretable Crop Yield Prediction Across the U.S. Corn Belt by Mustafa Serkan Isik, Ozan Ozturk, Mehmet Furkan Celik

“…This study presents a state-of-the-art explainable artificial intelligence (XAI) method to estimate corn yield prediction over the Corn Belt in the continental United States (CONUS). We utilize the recently introduced Kolmogorov–Arnold Network (KAN) architecture, which offers an interpretable alternative to the traditional Multi-Layer Perceptron (MLP) approach by utilizing learnable spline-based activation functions instead of fixed ones. …”
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Coastal Urban Ecological Security Pattern Identification Integrating Land Subsidence Factors: A Deep Learning-Based Case Study of Zhuhai City by Yuan Shaoxiong, Gong Qinghua, Ye Yuyao, Wang Jun, Hao Yinlei, Zhang Yaze, Liu Bowen

“…Principal component analysis and information entropy performed better in identifying construction and corridor areas, whereas nonlinear fusion showed advantages in source area identification. This study makes three key contributions: (1) it establishes a novel methodological framework for incorporating vertical geological factors into ESP construction, addressing a significant gap in traditional approaches; (2) it quantitatively reveals the spatial heterogeneity of land subsidence impacts on different functional ecological zones, providing evidence-based guidance for targeted management; and (3) it demonstrates the effectiveness of deep learning and multisource data fusion techniques in complex ecological-geological system modeling. …”
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Optimizing renewable energy-based plug-in hybrid electric vehicle charging stations for sustainable transportation in India by Anandan P, Siow Chun Lim, Anbuselvan N

“…Recognizing the environmental benefits of Renewable Energy Sources (RES), high-priority buses are now equipped with Plug-in Hybrid Electric Vehicle (PHEV) charging stations, bolstering effective utilization. …”
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Performance Study of Untrusted Relay Network Utilizing Cooperative Jammer by Ali kuhestani, Abbas Mohammadi, Mohammad Javad Emadi

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Utilization of waste lignin to prepare controlled-slow release urea by Jamshid Behin, Nader Sadeghi

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FAULT DIAGNOSIS METHOD OF ROLLING BEARING BASED ON ICEEMD-FastICA by MA WeiPing, HONG KunYue, AN Ning, SONG YuZhou

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Plug-and-Play PRNU Enhancement Algorithm with Guided Filtering by Yufei Liu, Yanhui Xiao, Huawei Tian

“…Previous studies have not successfully identified the effective frequency band of PRNU, leaving low-frequency interference insufficiently suppressed and impacting PRNU’s utility in scenarios such as source camera identification, image integrity verification, and identity verification. …”
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A Strategy for Enhanced Post-FRT Active Power Recovery in Expandable Point-to-Point VSC-HVdc Links by Arcadio Perilla, Jose Luis Rueda Torres

“…The proposed strategy is developed by defining exponentially decaying functions, which, depending on the HVDC network configuration of the expandable HVDC system, alter the active current reference in a voltage source converter (VSC) affected by an AC network’s disturbance, without utilizing proportional-integral (PI) controllers. …”
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Urban Traffic State Sensing and Analysis Based on ETC Data: A Survey by Yizhe Wang, Ruifa Luo, Xiaoguang Yang

“…The construction of multi-source data fusion frameworks enables effective complementarity between ETC data, floating car data, and video detection data, significantly improving traffic state estimation accuracy. …”
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Optimal allocation of STATCOM for multi-objective ORPD problem on thermal wind solar hydro scheduling using driving training based optimization by Tushnik Sarkar, Sabyasachi Gupta, Chandan Paul, Susanta Dutta, Provas Kumar Roy, Anagha Bhattacharya, Ghanshyam G. Tejani, Seyed Jalaleddin Mousavirad

“…Appropriate probability density functions (PDF) are employed to estimate the uncertain WP, PV source, HP, and load demand. …”
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Correction to: Utilization of waste lignin to prepare controlled-slow release urea by Maryam Hosseini, Nader Sadeghi, Jamshid Behin

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Sipuncula (Peanut Worms) in Indonesia Waters: A Review by Allsay Kitsash Addifisyukha Cintra, Tyani Fitrian, Hilda Novianty, Jasmadi Jasmadi, Nurul Dhewani Mirah Sjafrie

“…Sipunculans found in Indonesia have ecosystem function as bioturbator, shell-utilizer, and coral-symbiotic species. …”
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Research progress on the utilization of caproic acid bacteria for pit mud maintenance by FENG Wencong, SUN Wei, MAO Wending, LV Le, YIN Xiangxiang, CHEN Maobin, FANG Shangling

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A Review of Classical and Rising Approaches the Extraction and Utilization of Marine Collagen by Cesia Deyanira Gutierrez-Canul, Luis Alfonso Can-Herrera, Emmanuel de Jesús Ramírez-Rivera, Witoon Prinyawiwatkul, Enrique Sauri-Duch, Victor Manuel Moo-Huchin, Emanuel Hernández-Núñez

“…This comprehensive review explores the extraction and utilization of marine collagen, a sustainable alternative to traditional mammalian sources. …”
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The Assessment of Utility and the Role of Rural Entrepreneurship Ecosystem in West Azerbaijan Province by ali Gholami, Fatemeh Moohamadzadeh

“…This suggests a different function of rural and urban ecosystems. Considering that the above conditions are in the villages of West Azarbaijan province, in order to identify and resolve some of these problems, the present article seeks to assess the utility of rural entrepreneurship ecosystem of the study area in comparison with the national and international model as well as the role of Each subsystem in its present condition. 2-Materials and Methods This is an exploratory and descriptive-analytical research. …”
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Enhancing cyber defense strategies with discrete multi-dimensional Z-numbers: a multi-attribute decision-making approach by Aiting Yao, Chen Huang, Weiqi Zhang, Chengzu Dong, Meiqu Lu, Junjun Mao, Xiao Liu, Xuejun Li

“…Furthermore, we define utility functions based on MZs and develop a multi-attribute group decision-making framework tailored for network defense. …”
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Enhancing deep learning-based landslide detection from open satellite imagery via multisource data fusion of spectral, textural, and topographical features: a case study of old lan... by Zhiyuan Ren, Junwei Ma, Jiayu Liu, Xin Deng, Guangcheng Zhang, Haixiang Guo

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Millimeter-Wave Imaging with Range-Resolved 3D Depth Extraction Using Glow Discharge Detection and Frequency-Modulated Continuous Wave Radar by Arun Ramachandra Kurup, Daniel Rozban, Amir Abramovich, Yitzhak Yitzhaky, Natan Kopeika

“…The Frequency-Modulated Continuous Wave (FMCW) signal source is split into target and reference paths via a compact waveguide splitter, improving stability and reducing the complexity of the optical setup. …”
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Utilizing the Ethereum blockchain for retrieving and archiving augmented reality surgical navigation data by Sai Batchu, Michael J. Diaz, Lauren Ladehoff, Kevin Root, Brandon Lucke-Wold

“…Ethereum smart contracts present one such novel approach. Ethereum is an open-source platform that allows for the use of smart contracts. …”
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SCUP-HPC: System for Constructing and Utilizing Provenance on High-Performance Computing Systems by Yuta Namiki, Takeo Hosomi, Hideyuki Tanushi, Akihiro Yamashita, Susumu Date

“…In addition, we developed a suite of techniques to transform the captured data into provenance by extracting the relationships among programs, files, jobs, and source code from the user’s perspective. We evaluated SCUP-HPC with well-known HPC applications, assessing both the functionality of the constructed provenance and the performance impacts on the applications. …”
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