Communication resource allocation method in vehicular networks based on federated multi-agent deep reinforcement learning by Qingli Liu, Yongjie Ma

“…Second, the asynchronous federation architecture is designed, where vehicles independently upload local model parameters to the global server, dynamically adjust the aggregation weights according to the real-time channel quality, and optimize the update of global model parameters. …”
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Dimensions of music use motivations: Genetic and environmental underpinnings, and associations with Big Five and Empathy traits. by Heidi Marie Umbach Hansen, Espen Røysamb, Olav Mandt Vassend, Nikolai Olavi Czajkowski, Tor Endestad, Jonna Katariina Vuoskoski, Anne Danielsen, Bruno Laeng

“…This study investigated, using the classical twin design in a sample of 2611 Norwegian twins, the genetic and environmental architecture of four dimensions of motivations for music use (musical transcendence, emotion regulation, social bonding, and musical identity and expression). …”
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SENTIMENT ANALYSIS WITH LONG-SHORT TERM MEMORY (LSTM) AND GATED RECURRENT UNIT (GRU) ALGORITHMS by Muhammad Nazhif Abda Putera Khano, Dewi Retno Sari Saputro, Sutanto Sutanto, Antoni Wibowo

“…Meanwhile, LSTM is a network architecture with the advantage of learning long-term dependencies on data. …”
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Multi-trait ridge regression BLUP with de novo GWAS improves genomic prediction for haploid induction ability of haploid inducers in maize by Yu-Ru Chen, Ursula K. Frei, Thomas Lübberstedt

“…Different genomic prediction (GP) models have their own niches depending on the genetic architecture of traits and computational complexity. …”
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Rehabilitation project for residential use of the old abbey of Salas de Bureba (Burgos) by Paula Montoya-Saiz, Raul Briones-Llorente, Juan María Hidalgo-Betanzos, Imanol Ruiz-de-Vergara-Ruiz-de-Azúa, Gabriel Rubio-Pérez, Natalia Muñoz-Rujas, Fernando Aguilar-Romero

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Automatic detection of foreign object intrusion along railway tracks based on MACENet. by Xichun Chen, Yu Tian, Ming Li, Bin Lv, Shuo Zhang, Zixian Qu, Jianqing Wu, Shiya Cheng

“…To overcome these limitations, this study proposes a multi-level feature aggregation and context enhancement network (MACE-Net). The network architecture integrates the GOLD-YOLO module, an advanced object detection approach, alongside the updated deformable convolutional networks (DCNv3). …”
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Frequency-comb-steered ultrawideband quasi-true-time-delay beamformer for integrated sensing and communication by Mian Wang, Wenxin Zhang, Zeyu Ren, Shangyuan Li, Xiaoping Zheng, Xiaoxiao Xue

“…This work establishes a compact, robust, and scalable architecture for ultrawideband, large-scale photonic PAAs, paving the way for future integrated radar and communication systems.…”
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Comparative analysis of machine learning models for predicting river water quality: a case study of the Zayandeh Rood River by Elham Fazel Najafabadi, Paria Shojaei, Mojgan Askarizadeh

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Assessing the Impact of Hydraulic Control Structures on Hydrodynamic Modelling in Shallow Waters by Alfonso Arrieta-Pastrana, Edwin A. Martínez-Padilla, Modesto Pérez-Sánchez, Oscar E. Coronado-Hernández, Helena M. Ramos

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Self-Driving Car Navigation With Single-Beam LiDAR and Neural Networks Using JavaScript by Trung Thi Hoa Trang Nguyen, Thanh Toan Dao, Thanh Binh Ngo, Vu Anh Phi

“…The proposed neural network architecture, consisting of four output neurons, processes data from ten distinct angular measurements of the LiDAR sensor to predict necessary steering and speed adjustments for autonomous navigation. …”
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P40 | VOLUME ELECTRON MICROSCOPY REVEALS SPECIFIC FEATURES OF MITOTIC CELLS IN THE PINEAL ORGAN OF THE DOMESTIC TURKEY

“…Two cell types were identified: rudimentary receptor pinealocytes (RRP) and ependymal-like supporting cells (ELSC), both exhibiting polarized and highly organized cytoplasmic architecture. RRP formed single, elongated basal processes, which created prominent flattened segments that lay within invaginations of ELSC. …”
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Novel use of waste sawdust in green stormwater infrastructure (GSI) by Ebru Özer, Berrin Tansel

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Nesshenge: an Experimental Neolithic Henge with 15 Years of Exposure by John Hill

“…If we accept that the architectural form of these structures was so designed that their appearance alone indicated the specific types of rituals or domestic usages that could be legitimately held there (see Fleming, 1973, p.189; Bradley, 2007, pp. 46-50), then accordingly, their respective designs would have been well thought out: their architecture had to meet the visual and experiential expectations of the people. …”
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Mixture-of-experts graph transformers for interpretable particle collision detection by Donatella Genovese, Alessandro Sgroi, Alessio Devoto, Samuel Valentine, Lennox Wood, Cristiano Sebastiani, Simone Scardapane, Monica D’Onofrio, Stefano Giagu

“…In this paper, we propose a novel approach that combines a Graph Transformer model with Mixture-of-Expert layers to achieve high predictive performance while embedding explainability into the architecture. By leveraging attention maps and expert specialization, the model offers insights into its internal decision-making, linking predictions to physics-informed features. …”
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HAF-YOLO: Dynamic Feature Aggregation Network for Object Detection in Remote-Sensing Images by Pengfei Zhang, Jian Liu, Jianqiang Zhang, Yiping Liu, Jiahao Shi

“…It addresses issues such as small object size, complex backgrounds, scale variation, and dense object distributions by incorporating three core modules: dynamic-cooperative multimodal fusion architecture (DyCoMF-Arch), multiscale wavelet-enhanced aggregation network (MWA-Net), and spatial-deformable dynamic enhancement module (SDDE-Module). …”
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A novel hybrid model for brain tumor analysis with CNN and Moth Flame Optimization by Mohit Prakram, Kirti Rawal, Arun Singh, Ankur Goyal, Shiv Kant, Shakeel Ahmed, Saiprasad Potharaju

“…The refined features are used to train a custom CNN architecture, BTA-Net, for classifying tumors into meningioma, glioma, and pituitary types. …”
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Artificial intelligence-driven precipitation downscaling and projections over Thailand using CMIP6 climate models by Muhammad Waqas, Usa Wannasingha Humphries

“…The results demonstrate that DyNN-Mem outperforms the Hybrid LSTM-CNN architecture in terms of R2 (0.55–0.78), MAE (0.22–0.29), and RMSE (1.28–3.30) for multiple GCMs. …”
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Mechanobiological Assessment of TMJ Disc Surfaces: Nanoindentation and Transmission Electron Microscopy by Cassandra M. Juran, M. Franklin Dolwick, Peter S. McFetridge

“…Results: The disc architecture adjacent to the superior surface was shown to have three distinct regional segments within the interface layer: 1-a surface peripheral layer; 2-subsurface region; and 3-a layer of helical matrix bundles. …”
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HUMAN AMNIOTIC EPITHELIAL CELLS FOR RETINAL REGENERATION: INVESTIGATING THEIR DIFFERENTIATIVE POTENTIAL IN VITRO

“…Notably, human amniotic epithelial cells (hAECs), which form a natural monolayer on a basement membrane, resemble the architecture of the retinal pigment epithelium (RPE). …”
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Ancestral and recent bursts of transposition shaped the massive genomes of plant pathogenic rust fungi by Emma Corre, Emmanuelle Morin, Sébastien Duplessis, Cecile Lorrain

“…Abstract Background Transposable elements (TEs) play a crucial role in genome evolution, influencing gene regulation, diversity, and genome architecture. Rust fungi of the order Pucciniales (Subphylum Pucciniomycotina) are the largest group of obligate biotrophic plant pathogens and harbor some of the largest and most TE-rich genomes—up to 1.2 Gb—compared to other fungi. …”
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