A Tubular Linear-Rotary Generator With Dual Stators for Direct Drive Wind-Wave Complementary Energy Generation Platform by Jing Zhang, Minshuo Chen, Yulei Liu

“…According to the demand of the load and the energy storage, the D-D WWCEG system has stable output power, few non-operating hours and good anti-disturbance performance under different sea conditions by energy storage. …”
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GPT meets PubMed: a novel approach to literature review using a large language model to crowdsource migraine medication reviews by Elyse Mackenzie, Roger Cheng, Pengfei Zhang

“…A vast amount of scientific literature on novel migraine therapeutics continues to emerge, but an efficient method by which to perform ongoing analysis and integration of this information poses a challenge. …”
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Fully Printed and Scalable Current and Voltage Sensors for Smart Grid Transmission Line Monitoring by Yanyun Fan, Lei Zhang, Chi Zhang, Zhengang An, Bo Li, Dachao Li

“…This work provides a new sensor fabrication method for current and voltage monitoring in transmission lines.…”
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Computer vision-based location-aware antenna system for 5G applications by Irshad Ali T K, Ansal K A, Sumitha Mathew, Rashida K

“…These improvements contribute to a more reliable and efficient communication experience.…”
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Analytical approach to digital channel performance optimization of mobile money transactions in emerging markets by Adeolu Dairo, Krisztián Szűcs

“…The analytic model’s output enables appropriate cross-selling and up-selling campaigns that optimize the service provider revenue from existing and new mobile money users within the customer base. …”
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Theory and technology of enhanced coal seam gas production by integrated drilling, hydraulic punching and fracturing in coal mine: Part 2 technology by Shiyao Yu, Xianbo Su, Jinxing Song, Qian Wang, Zhenjiang You

“…Field test results demonstrate remarkable enhancements in borehole formation, coal breaking and slagging efficiency. Specifically, the operation time is reduced by 60%–80%, the coal output is increased by 1–1.5 times, the pure coal seam gas extraction yield is increased by 1–2 times, and the extraction radius expands by more than 100%. …”
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Poseidon and Neptune: Gröbner Basis Cryptanalysis Exploiting Subspace Trails by Lorenzo Grassi, Katharina Koschatko, Christian Rechberger

“… At the current state of the art, algebraic attacks are the most efficient method for finding preimages and collisions for arithmetization-oriented hash functions, such as the closely related primitives Poseidon/Poseidon2 and Neptune. …”
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Time-Frame Integrate-and-Fire Neuron Circuit for Low Energy Inference Hardware Spiking Neural Networks by Yeonwoo Kim, Bosung Jeon, Jonghyuk Park, Woo Young Choi

“…Hardware spiking neural networks (SNNs) are gaining increasing attention as promising next-generation computing approaches owing to their parallel computing and energy-efficient nature. Recent SNNs have achieved excellent performance by introducing artificial neural networks (ANN) to the SNN conversion training method. …”
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Economic consistency enhancement by optimal operation of hybrid WF‐thermal‐EV‐fuel cell system in a power network by Ravindranadh Chowdary V, Sadhan Gope, Subhojit Dawn, Ahmed Al Mansur, Taha Selim Ustun

“…Abstract This work introduces an efficient operational strategy for electric vehicles (EVs) to optimize economic outcomes in a wind‐integrated hybrid power system. …”
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Utilizing supercritical water gasification for hydrogen production combined with a waste heat recovery system for domestic households by Sathish Thanikodi, Atul A. Sagade

“…The results showed peak values of CO2, CO, CH4, H2 at 90 min, equivalent to 6.2 % and 7.9 % hydrogen efficiency (HE) and cold gas efficiency (CGE). Peak CGE and HE were 6.7 % and 9.2 % at 500 °C, whereas peak CE and total gas output were 6.8 % and 8.6 %. …”
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Designing a supply chain resilience assessment model with the approach of NDEA(case of study: government hospitals of Yazd province) by Mohsen Shafiei Nikabadi, Fereshteh Bahrami

“…Data envelopment analysis is a mathematical programming approach, one of the non-parametric methods of evaluating the performance and ranking of homogeneous decision-making units (Pratab Singh et al., 2022) which is also used for relative evaluation using multiple inputs and outputs. …”
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Analysis of Colorectal Cancer Gene Mutations and Application of Long Blocker Displacement Amplification Technology for High-Throughput Mutation Detection by Ping Lu, Xinglei Su, Sirui Leong, Xuehao Xiu, Ping Song, Junjie Peng, Yunpei Si

“…This real-time signal output enables the enrichment and sensitive detection of MTs, establishing LBDA as an efficient biosensing platform for KRAS genotyping. …”
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Development and validation of 3D super-resolution convolutional neural network for 18F-FDG-PET images by Hiroki Endo, Kenji Hirata, Keiichi Magota, Takaaki Yoshimura, Chietsugu Katoh, Kohsuke Kudo

“…This method aims to improve image quality and maintain quantitative accuracy, particularly for standardized uptake value measurements, while addressing the challenges of providing a memory-efficient alternative to full three-dimensional processing and managing the wide dynamic range of tracer uptake in PET images. …”
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Research on ammunition support task classification based on PPSVM by Li Yuan, Wang Mu, Gu Minzhi, Tang Shoujiang

“…In order to solve that problems of few ammunition support personnel, low support efficiency and repeated statistics, the classification model of emergency ammunition material support task is studied, the application of PPSVM in the classification of emergency ammunition material support task is analyzed, the probability output model of multi- classification support vector machine is established, and then the classification process is completed by selecting the class number with the largest posterior probability as the class output of test samples The experimental results show that the method can solve the classification problem of emergency ammunition material support task.…”
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Beyond Spectrograms: Rethinking Audio Classification from EnCodec’s Latent Space by Jorge Perianez-Pascual, Juan D. Gutiérrez, Laura Escobar-Encinas, Álvaro Rubio-Largo, Roberto Rodriguez-Echeverria

“…Our experiments demonstrate that this approach achieves comparable accuracy to state-of-the-art methods while exhibiting significantly faster convergence and reduced computational load during training. …”
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Multi-scale Transformer-based classification of bathymetric LiDAR data in shallow water environments by L. Asgharian Pournodrati, M. M. Baba, J. Gangelhoff, U. Sörgel

“…To address this, we propose a voxel-based method for efficient classification of bathymetric LiDAR data, moving beyond traditional point-wise processing of unstructured point sets. …”
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PiCCO or Cardiac Ultrasound? Which Is Better for Hemodynamic Monitoring in ICU? by Maria Andrei, Nicoleta Alice Dragoescu, Andreea Stanculescu, Luminita Chiutu, Octavian Dragoescu, Octavian Istratoaie

“…Currently, there are various methods available to choose from, as well as a greater understanding of the methods and criteria to be able to compare devices and select the best option for our patients’ needs. …”
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Prediction of Water Chemical Oxygen Demand with Multi-Scale One-Dimensional Convolutional Neural Network Fusion and Ultraviolet–Visible Spectroscopy by Jingwei Li, Yijing Lu, Yipei Ding, Chenxuan Zhou, Jia Liu, Zhiyu Shao, Yibei Nian

“…Experimental results demonstrate the effectiveness of the proposed method, as it was compared with three traditional methods and three deep learning methods on the same dataset. …”
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EgoSep: Egocentric On-Screen Sound Source Separation for Real-Time Edge Computing by Donghyeok Jo, Jun-Hwa Kim, Jihoon Jeon, Chee Sun Won

“…However, OSS in these scenarios remains several technical challenges, such as adapting to rapidly changing perspectives, ensuring real-time performance on resource-constrained edge devices, and developing computationally efficient learning strategies. To address these challenges, we propose EgoSep, a method designed for Egocentric On-screen Sound Source Separation(Ego-OSS). …”
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RpiBeh offers a versatile open source solution for rodent behavior tracking and closed loop interventions by Yiqi Sun, Jie Zhang, Qianyun Wang, Jianguang Ni

“…Additionally, it provides frame-by-frame video timestamp output for precise synchronization with external devices. …”
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