Frequency-Modulated Antipodal Chaos Shift Keying Chaotic Communication on Field Program Gate Array: Prototype Design and Performance Insights by Filips Capligns, Ruslans Babajans, Darja Cirjulina, Deniss Kolosovs, Anna Litvinenko

“…Although numerous studies have explored this technology, its practical deployment remains limited due to substantial hardware demands, complex signal processing, and a lack of efficient modulation methods for chaotic signals. …”
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Dimensional Accuracy Analysis of Splined Shafts and Hubs Obtained by Fused-Deposition Modeling 3D Printing Using a Genetic Algorithm and Artificial Neural Network by Alin-Daniel Rizea, Cristina-Florena Banică, Tatiana Georgescu, Alexandru Sover, Daniel-Constantin Anghel

“…Three-dimensional printing, especially FDM, enables fast production of customized components with complex geometries, reducing material waste and costs. …”
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A multi-channel spatiotemporal SegNet model for short term wind power prediction with sequence decomposition and reconstruction by Xingdou Liu, Liang Zou, Li Zhang, Jiangong Wang, Zhiyun Han, Yong Li

“…High precision wind power prediction can serve as an important reference for wind power grid integration. However, the complex spatiotemporal correlations between wind turbine operations and the high randomness of wind energy pose serious challenges to accurate wind power sequence prediction. …”
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Olfactory dysfunction and altered cortical excitability in the mouse model of Fragile X Syndrome by Felipe Arancibia, Marcelo Rojas, Diego Becerra, Rocío Fuenzalida, Christian Cea-Del Rio, Jorge Mpodozis, Magdalena Sanhueza, Alexia Nunez-Parra

“…Using a go-no go behavioral task we have found that Fmr1 KO learn to discriminate between a rewarded and a not rewarded odorant but cannot distinguish complex odor mixtures, akin to what is found in the environment. …”
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Convergence of Blockchain, IoT, and AI for Enhanced Traceability Systems: A Comprehensive Review by Yahaya Saidu, Shuhaida Mohamed Shuhidan, Dahiru Adamu Aliyu, Izzatdin Abdul Aziz, Shamsuddeen Adamu

“…The need for sophisticated traceability systems has become essential in increasingly complex and globalized supply chains. The convergence of Blockchain (BC), Internet of Things (IoT), and Artificial Intelligence (AI) technologies offers promising solutions to enhance traceability systems across various sectors, particularly supply chain management (SCM). …”
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Multi-Omics Research Reveals the Effects of the ABA-Regulated Phenylpropanoid Biosynthesis Pathway on the UV-B Response in <i>Rhododendron chrysanthum</i> Pall. by Wang Yu, Xiangru Zhou, Jinhao Meng, Xiaofu Zhou, Hongwei Xu

“…The growing depletion of the ozone layer has led to increased ultraviolet B (UV-B) radiation, prompting plants like the alpine <i>Rhododendron chrysanthum</i> Pall. …”
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Integrating Temperature History into Inherent Strain Methodology for Improved Distortion Prediction in Laser Powder Bed Fusion by Iñaki Setien, Michele Chiumenti, Maria San Sebastian, Carlos A. Moreira, Manuel A. Caicedo

“…Sensitivity analyses emphasize the need for adaptive layer lumping and mesh refinement in regions with abrupt stiffness changes, such as shrink lines. …”
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An Improved DHA Star and ADA-DWA Fusion Algorithm for Robot Path Planning by Yizhe Jia, Yong Cai, Jun Zhou, Hui Hu, Xuesheng Ouyang, Jinlong Mo, Hao Dai

“…This method successfully resolves the inherent trade-off between efficiency and reliability in complex robot navigation scenarios, providing enhanced operational robustness for practical applications ranging from industrial logistics to field robots.…”
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Harnessing Multiple Level Features to Improve Segmentation Performance of Deep Neural Network: A Case Study in Magnetic Resonance Imaging of Nasopharyngeal Cancer by Rongzhi Mao, Liangxu Xie, Xiaohua Lu, Jialu Pei, Xiaojun Xu, Shan Chang

“…The lesion area of cancer presents complex physiological structures, posing significant challenges for accurate segmentation, which is required in radiotherapy or chemo-radiotherapy. …”
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Biosensors in Microbial Ecology: Revolutionizing Food Safety and Quality by Gajanan A. Bodkhe, Vishal Kumar, Xingjie Li, Shichun Pei, Long Ma, Myunghee Kim

“…However, their adoption is still hindered by complex food matrices, high costs, and the growing challenge of antimicrobial resistance. …”
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Deep Learning–Powered Robust Tactile Perception: Bridging Graphene Electronic Skin and Dynamic Decoding by Gyeonghwa Heo, Jusouk Yoon, Jeonghwa Jeong, Young Woo Kwon, Suck Won Hong

“…The advanced decoding algorithms bypass geometric engineering and complex numerical calculations within the deep learning hyper‐redundant system. …”
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High-thermal free vibration analysis of functionally graded microplates using a new finite element formulation based on TSDT and MSCT by Huu Trong Dang, Nhan Thinh Hoang, Quoc Hoa Pham, Trung Thanh Tran, Huy Gia Luong

“…Recent advancements in additive manufacturing (AM) have revolutionized the design and production of complex engineering microstructures. Despite these advancements, their mathematical modeling and computational analysis remain significant challenges. …”
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Textile Muscle Fibers Made by and for Continuous Production Using Doped Conducting Polymers by Claude Huniade, Jose G. Martinez, Shayan Mehraeen, Edwin W. H. Jager, Tariq Bashir, Nils‐Krister Persson

“…Through textile assembly strategies of such fibers, complex actuating architectures are possible. However, state‐of‐the‐art strategies using short pieces of yarn, which compel manual integration, are not fully taking advantage of textiles. …”
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On the movement of the honeybee queen in the hive by Jan Blaha, Martin Stefanec, Jiří Janota, Daniel Nicolas Hofstadler, Tomáš Rouček, Jiří Ulrich, Laurenz Alexander Fedotoff, George Broughton, Tomáš Vintr, Farshad Arvin, Thomas Schmickl, Tomáš Krajník

“…Abstract A honeybee colony is a complex and dynamic system that emerges out of the interactions of thousands of individuals within a seemingly chaotic and heterogeneous environment. …”
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Optical properties and dynamics of direct and spatially and momentum indirect excitons in AlGaAs/AlAs quantum wells by Dąbrówka Biegańska, Maciej Pieczarka, Krzysztof Ryczko, Maciej Kubisa, Sebastian Klembt, Sven Höfling, Christian Schneider, Marcin Syperek

“…Additionally, the time-resolved photoluminescence experiments unveiled complex carrier relaxation dynamics in the investigated quantum well system, which is strongly governed by a non-radiative carrier recombination - the characteristics further critical in potential system’s use. …”
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M2Caps: learning multi-modal capsules of optical and SAR images for land cover classification by Haodi Zhang, Anzhu Yu, Kuiliang Gao, Xuanbei Lu, Xuefeng Cao, Wenyue Guo, Weiqi Lian

“…M²Caps outperformed state-of-the-art models, improving mean intersection over union (mIoU) by 2.86% – 12.9% on the WHU-OPT-SAR dataset and 3.91% – 12.3% on the GF-2 and GF-3 Pohang datasets, demonstrating its effectiveness in high-precision LCC in complex environments.…”
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A marine ship detection method for super-resolution SAR images based on hierarchical multi-scale Mask R-CNN by Jiancong Fan, Miaoxin Guo, Lei Zhang, Jianjun Liu, Jianjun Liu, Yang Li, Yang Li

“…However, their inherent low resolution, scattered noise, and complex background interference severely limit the accuracy of target detection. …”
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Automated Risk Prediction of Post-Stroke Adverse Mental Outcomes Using Deep Learning Methods and Sequential Data by Chien Wei Oei, Eddie Yin Kwee Ng, Matthew Hok Shan Ng, Yam Meng Chan, Vinithasree Subbhuraam, Lai Gwen Chan, U. Rajendra Acharya

“…The combination of using DL algorithms, such as multi-layer perceptron (MLP) and long short-term memory (LSTM), which can process complex patterns in the data, and the inclusion of new data types, such as sequential data, helped to improve model performance. …”
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Spatial variability of hydraulic conductivity of the Cretaceous aquifer in Belgium by Miguel Moreno Gómez, Gert Ghysels, Syed M.T. Mustafa, Simon Six, Alexander Vandenbohede, Tom Diez, Dirk Gijsbert Cirkel, Marijke Huysmans

“…However, uncertainty of the Cretaceous hydrogeological parameters is high due to its depth, confinement, scarce observation wells, and the complex lithostratigraphic formations and members, resulting in limited information on the aquifer hydrogeological properties. …”
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Depositing Pt nanoparticles on crumpled Ti3C2Tx for enhanced electrochemical sensing by Huaqing Chen, Tianshu Chu, Shundong Ge, Bowei Zhang, Fu-Zhen Xuan, Rui Yin

“…However, realizing highly selective and sensitive detection of dopamine in complex biological environments remains a challenge. …”
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