ORB-SLAM2 System Enhanced With SiaT-Hough Module on Mars Digital Twin Platform: For Rock Counting and 3D Reconstruction in Martian Environments by Wei Liu, Gang Wan, Jia Liu, Dianwei Cong

“…Experimental results demonstrate that the SiaT-Hough model achieves an average segmentation accuracy of 87.8<sc>6</sc>% and a processing speed of 57.34 FPS on the Mars simulation dataset, striking an optimal balance between accuracy and real-time performance. …”
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Measurement of Deformation and Force Changes Recorded During Long-Term Monitoring of a Steel Cable-Stayed Bridge by Czesław Machelski, Maciej Hildebrand, Jarosław Rybak

“…Long-term processes, manifesting themselves in slow geometrical alterations and changes in internal forces, have been known and observed to take place mainly in large bridges made of prestressed concrete, but they also occur, albeit to a smaller degree, in steel bridges. …”
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Motivating conservation action in the Upper Midwest: Source attention, information seeking and sharing, and farmers' land management decisions by Dara M. Wald, Miguel Diaz‐Manrique, Laura Witzling, Jaqueline Comito

“…Using the Social Amplification of Risk Framework, the Risk Information Seeking and Processing Model, and a cross‐sectional survey, we examined farmers' concerns about nitrate loss and water quality, perceptions of the risks and benefits of conservation practices, attention to messages and information sources, and communication behaviors. …”
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Enhancing Crop Yield Prediction Using IoT-Based Soil Moisture and Nutrient Sensors by Alsalami Zaid, Mohammed G., Srinivas Tummala

“…A Random Forest model takes the purified data and predicts crop yield based on inputs in historical and real time. …”
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FROM FARM TO TABLE. MANAGEMENT AND MARKETING FOR SMALL FARMERS by Iuliana CETINA, Violeta RADULESCU, Dumitru GOLDBACH

“…In this article we propose a model to shorten and streamline the distribution chain from producer to consumer. …”
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Coherent Detection of Non-Orthogonal Spectrally Efficient Multicarrier Signals Using a Decision Feedback Algorithm by S. B. Makarov, S. V. Zavjalov, D. C. Nguyen, A. S. Ovsyannikova

“…For error probabilities p =102…103, the energy gains reach values from 0.2 to 7.5 dB for different values of the non-orthogonal subcarrier spacing. …”
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Methodology for Assessing the Impact of the Diffusion of blockchain Technologies on the Development of the National Economic system (illustrated by the example of the Russian Econo... by L. A. El’shin, V. V. Banderov, A. A. Abdukaeva

“…Scenario modeling of changes in these factors made it possible to establish that the potential for additional GDP growth in the Russian economy can reach about 1% per year as part of the integration of distributed data storage technologies into the system of economic relations. …”
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Application of the multiphase optimisation strategy to develop, optimise and evaluate the effectiveness of a multicomponent initiative package to increase 2-to-5-year-old children’... by Rebecca K Golley, Shabnam Kashef, Dorota Zarnowiecki, Jennifer C Arguelles, David N Cox, Astrid AM Poelman, Maeva O Cochet-Broch

“…Secondary outcomes are menu guideline compliance, cook and educator knowledge and skills, and reach. Process evaluation will include fidelity, acceptability, barriers and facilitators, and compatibility with practice. …”
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Energy-Accuracy Trade-Offs for Resistive In-Memory Computing Architectures by Saion K. Roy, Naresh R. Shanbhag

“…We further analyze the fundamental limits on the SNDR of magnetoresistive random access memory (MRAM-), resistive random access memory (ReRAM-), and ferroelectric field effect transistor (FeFET)-based IMCs employing parameter variation and noise models that were validated against measured results from a recent MRAM-based IMC prototype in a 22 nm process. …”
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Therapeutic Drug Monitoring of Antibiotics Is Needed in the Treatment of Sepsis by G. P. Plotnikov, A. N. Kudryavtsev, A. A. Kleuzovich, A. G. Chizhov, A. A. Ponomarev, S. S. Larin, E. A. Litvin, L. A. Anastasevich

“…The volume of therapeutic drug monitoring of antibiotics sufficient for compilation of static pharmakinetic models, does not meet the requirements of modern intensive care.…”
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Invariant Feature Matching in Spacecraft Rendezvous and Docking Optical Imaging Based on Deep Learning by Dongwen Guo, Shuang Wu, Desheng Weng, Chenzhong Gao, Wei Li

“…The number of successfully matched feature points per frame consistently reaches the hundreds, the successful rate remains 100%, and the average processing time is maintained below 0.18 s per frame, an overall performance which far exceeds other methods. …”
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An Ultra Wideband Bandpass Filter based on Spoof Surface Plasmon Polaritons by SHU Yaohui, TANG Yiming, LI Zekun

“…It adopts modular and cascaded structural design methods to model the two parts of the structure separately. …”
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Exploration of Key Factors in the Preparation of Highly Hydrophobic Silica Aerogel from Rice Husk Ash Assisted by Machine Learning by Yun Deng, Ziyan Sha, Xingxing Wang, Ke Duan, Weijie Xue, Ian Beadham, Xiaolan Xiao, Changbo Zhang

“…To expand the applications of hydrophobic silica aerogels derived from rice husk ash (HSA) through simple traditional methods (without adding special materials or processes), this paper employs machine learning to establish mathematical models to identify optimal conditions for extracting water glass and investigates how preparation conditions and heat treatment temperatures affect properties such as the porosity and hydrophobicity of HSA. …”
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Cerium oxide nanoparticles: a promising nanotherapy approach for chronic degenerative diseases by Hugo Christian Monroy-Ramirez, Jorge Salto-Sevilla, Scarlet Arceo-Orozco, Fernando Caloca-Camarena, Roberto Flores-Peña, Edgar Lopez-Mena, Marina Galicia-Moreno, Juan Armendariz-Borunda

“…Abstract Oxidative stress is a process caused by excess-free radicals and reactive oxygen species (ROS), which contribute to the onset and progression of various chronic degenerative diseases. …”
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Revalorization of Vinasse as a Farmland Improver Through Multi-Objective Genetic Algorithms: A Circular Economy Approach by Aarón Montiel-Rosales, Nayeli Montalvo-Romero, Gregorio Fernández-Lambert, Horacio Bautista-Santos, Yair Romero-Romero, Juan Manuel Carrión-Delgado

“…Vinasse is a waste generated from the sugarcane ethanol production process. It is an effluent that, when discharged into the environment, causes serious damage. …”
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Semantic and Geometric Fusion for Object-Based 3D Change Detection in LiDAR Point Clouds by Abderrazzaq Kharroubi, Fabio Remondino, Zouhair Ballouch, Rafika Hajji, Roland Billen

“…The model is evaluated on the Urb3DCD-v2 dataset, with feature importance analysis to identify important features. …”
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Drone-based 3D High-resolution Imagery for Barrier Island in Nakdong River Estuary by Sung-Hwan Park, Nam-Hoon Kim, Jun-Yong Park, Eui-Young Jeong

“…The photogrammetry workflow involved aligning images, matching them with ground control points, and generating a detailed digital surface model and orthophotos with a high resolution of less than a few centimeters. …”
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Biomimetic Visual Information Spatiotemporal Encoding Method for In Vitro Biological Neural Networks by Xingchen Wang, Bo Lv, Fengzhen Tang, Yukai Wang, Bin Liu, Lianqing Liu

“…The integration of in vitro biological neural networks (BNNs) with robotic systems to explore their information processing and adaptive learning in practical tasks has gained significant attention in the fields of neuroscience and robotics. …”
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A Lightweight YOLO-Based Architecture for Apple Detection on Embedded Systems by Juan Carlos Olguín-Rojas, Juan Irving Vasquez, Gilberto de Jesús López-Canteñs, Juan Carlos Herrera-Lozada, Canek Mota-Delfin

“…The proposed architecture was compared against YOLOv3-Tiny, YOLOv4-Tiny, and YOLOv5-s. Our optimized model achieved a high accuracy and sensitivity (94–99%) and was successfully implemented on a Jetson Xavier NX board, where it reached a processing speed of 37 FPS.…”
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Characteristics of flow phase transition and heat transfer of N2O medium at the rock core scale of dry hot rock by Yongsheng Liu, Jiansong Zhang, Jianxin Xia, Jianguo Lv

“…When the inlet velocity of N2O is 0.01 m/s and the temperature is 40 °C, the maximum heat extraction rate reaches 830.89 W/m. These findings provide valuable insights into the thermal-hydraulic transport processes of heat exchange medium with phase-change characteristics in fractured reservoirs of hot dry rock.…”
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