Federated-Learning-Based Strategy for Enhancing Orbit Prediction of Satellites by Jiayi Tang, Wenxin Li, Qinchen Zhao, Hongmei Chi

“…The server optimizes the global model through the Federated Averaging algorithm, learning more orbital patterns and enhancing accuracy. Experimental results confirm the method’s effectiveness, with a marked increase in prediction accuracy compared to traditional methods, validating federated learning’s advantage. …”
Get full text

Enhanced Wind Energy Forecasting Using an Extended Long Short-Term Memory Model by Zachary Barbre, Gang Li

“…The xLSTM model incorporates two key innovations: exponential gating with memory mixing and a novel matrix memory structure. …”
Get full text

Sentiment Analysis and Trend Mapping of Hotel Reviews Using LSTM and GRU by Yerik Afrianto Singgalen

“…This study explores applying Long Short-Term Memory (LSTM) and Gated Recurrent Unit (GRU) models for sentiment analysis and trend mapping of hotel reviews, specifically focusing on customer feedback from Hotel Vila Ombak in Lombok, Indonesia. …”
Get full text

Phase Wise Classification of Abnormal Gait in Children With Cerebral Palsy Using Hybrid Neural TEMPODE Deep Learning Techniques by Yelle Kavya, S.Sofana Reka

“…The neurological condition known as Cerebral Palsy which affects motor control, frequently results in abnormal gait patterns that have a major negative influence on mobility and quality of life. …”
Get full text

DFANet: A Deep Feature Attention Network for Building Change Detection in Remote Sensing Imagery by Peigeng Lu, Haiyong Ding, Xiang Tian

“…Second, we introduce a GatedConv module to improve the network’s capability for building edge detection. …”
Get full text

Evolution Characteristics of Urban Heat Island Circulation for Loess Tableland Valley Towns by Zhuolei Yu, Yi Wang, Jukun Wang, Xiaoxue Wang, Songheng Wu

“…In order to further reveal the characteristics of city-scale closed circulation, the sensitivities of different factors influencing the start time, outflow time, mixing height and heat island intensity are analyzed, and the most significant factors influencing these four parameters are urban heat flux, slope height, slope height, and potential temperature lapse rate, respectively. Finally, the dimensionless mixing height and heat island intensity for the valley town increase by 56.80% and 128.68%, respectively, compared to those for the flat city. …”
Get full text

Construction of Hierarchical 2D-3D@3D Zn₃In₂S₆@CdS Photocatalyst for Boosting Degradation of an Azo Dye by Andreas Katsamitros, Nikolaos Karamoschos, Labrini Sygellou, Konstantinos S. Andrikopoulos, Dimitrios Tasis

“…Under visible light irradiation, the Zn₃In₂S₆-enriched heterostructures demonstrated an enhanced azo-dye degradation rate, with the majority of the organic analyte (Orange G) being degraded within 60 min. …”
Get full text

A Self‐Organizing Map Spiking Neural Network Based on Tin Oxide Memristive Synapses and Neurons by Yu Wang, Yanzhong Zhang, Yanji Wang, Xinpeng Wang, Hao Zhang, Rongqing Xu, Yi Tong

“…Applying this architecture to an unsupervised learning self‐organizing map memristor SNN achieved an impressive 94% recognition rate on the MNIST dataset. This study elucidates the potential for seamlessly integrating memristors into neuromorphic systems.…”
Get full text

Multi-Objective Optimization of Off-Grid E-Bikes Charging Stations Powered by PhotoVoltaics by Fabio Corti, Gabriele Maria Lozito, Davide Astolfi, Salvatore Dello Iacono, Antony Vasile, Marco Pasetti, Alberto Reatti, Alessandra Flammini

“…A Genetic Algorithm is employed to determine the most appropriate rated power of the installed PhotoVoltaic (PV) systems and of the energy storage, by incorporating statistical methods to estimate the daily number of e-bikes requiring charging, hence making the optimization process more reflective of actual usage patterns. …”
Get full text

What can be expected to be seen in a Neurology ward? Eleven-year experience in a Brazilian university hospital by Daniel Gabay MOREIRA, Enedina Maria Lobato de OLIVEIRA, Fernando Morgadinho dos Santos COELHO, Henrique Ballalai FERRAZ, Silvio FRANCISCO, Vanderci BORGES, Denis Bernardi BICHUETTI

“…The overall mortality rate in the ward was 3.8% (100 patients). Among all the diagnoses, cerebrovascular disease was the most prevalent (45.8%), followed by inflammatory disorders (22.2%). …”
Get full text

Electrocardiographic Study in Adult Homozygous Sickle Cell Disease Patients in Lagos, Nigeria by Adedoyin Dosunmu, Akinsegun Akinbami, Ebele Uche, Adewumi Adediran, Sarah John-Olabode

“…This study sought to identify the pattern of electrocardiographic changes in steady state adult sickle cell anaemia. …”
Get full text

Full-process aerosol jet printing modelling: achieving high-fidelity simulation via coupling jetting and deposition by Yufeng Jin, Hao Yi, Huajun Cao, Xianshan Dong

“…Using this approach, the influence of the depositional behaviour with different ink rheological properties (viscosity and surface tension) and printing parameters (printing speed, deposition flow rate, and beam radius) was analysed. The findings offer valuable insights for enhancing printed pattern quality.…”
Get full text

Registration of 2D C-Arm and 3D CT Images for a C-Arm Image-Assisted Navigation System for Spinal Surgery by Chih-Ju Chang, Geng-Li Lin, Alex Tse, Hong-Yu Chu, Ching-Shiow Tseng

“…The average error in displacement is 0.22 mm. The success rate is approximately 90% and average registration time takes 16 seconds.…”
Get full text

Web-based dental trauma database using Eden Baysal dental trauma index: a turkish multicenter study by Ece Eden, Burak Buldur, Gülsüm Duruk, Sibel Ezberci

“…There were significant differences between permanent and deciduous teeth with regard to uncomplicated and complicated crown fracture rate (p<0.05). The root fractures were mostly located at the apical third of the root in both dentitions. …”
Get full text

Emergency department mental health presentations in bushfire-, flood-, storm-, drought-, and COVID-19-affected areas: Analysis of growth models between 2017 and 2021 by Samineh Sanatkar, Samuel B. Harvey, Andrew Mackinnon, Richard Bryant, Grant Sara

“…Results: Disaster-affected communities presented to emergency departments at a higher rate well before ‘the Black Summer bushfires’, possibly due to fewer alternatives to hospital care in regional areas. …”
Get full text

Encephalitis Unraveled: The Unlikely Encounter of Sickle Cell Disease and Cerebral Malaria in a Teenager by Christer Ruff, Leonie Zerweck, Andrea Bevot, Jonathan Remppis, Benjamin Bender, Ulrike Ernemann, Georg Gohla

“…Cerebral malaria is a rare complication of malaria infection and is associated with a high mortality rate.…”
Get full text

Gastric Mucosa-associated Lymphoid Tissue Lymphoma: An Important Differential Diagnosis for a Rapidly Growing Gastric Subepithelial Tumor - A Case Report and Literature Review by Nah Ihm Kim, Dong Hyun Kim, Hyun Soo Kim, Seon-Young Park, Hyun A Cho, Ho-Goon Kim

“…Gastric mucosa-associated lymphoid tissue (MALT) lymphoma is a low-grade lymphoma with a long median survival time because of its low proliferation rate. A 75-year-old man was referred to the hospital for hematemesis. …”
Get full text

Ponseti method in the management of clubfoot under 2 years of age: A systematic review. by Balasankar Ganesan, Ameersing Luximon, Adel Al-Jumaily, Suchita Kothe Balasankar, Ganesh R Naik

“…Pirani scoring system, Dimeglio scoring system, measuring the range of motion and rate of relapses were used as outcome measures.<h4>Conclusions</h4>In conclusion, all reviewed, 12 articles reported that Ponseti method is a very effective method to correct the clubfoot deformities. …”
Get full text

DEVELOPMENT OF THE CHP-THERMAL SCHEMES IN CONTEXTS OF THE CONSOLIDATED ENERGY SYSTEM OF BELARUS by V. N. Romaniuk, A. A. Bobich

“…As a case study the authors choose one of the CHPs in the conditions of which the corresponding employment of the said pumps leads to diminution of the fuel-equivalent specific flow-rate by 20−25 g for 1 kW⋅h production and conjoined electric energy generation capacity lowering. …”
Get full text

Vision-Based 6D Pose Analytics Solution for High-Precision Industrial Robot Pick-and-Place Applications by Balamurugan Balasubramanian, Kamil Cetin

“…Experimental results across four distinct picking scenarios demonstrate the proposed solution’s superior accuracy, with position errors under 2 mm, orientation errors below 1°, and a perfect success rate in pick-and-place tasks.…”
Get full text