Model Simulations of Complex Dust Emissions over the Sahara during the West African Monsoon Onset by Carolina Cavazos-Guerra, Martin C. Todd

“…The comparative analysis between observations and WRF-Chem simulations demonstrates the model efficiency to simulate the spatial and 3D structure of dust transport over the Sahara and Sahel. …”
Get full text

The art of audience engagement: LLM-based thin-slicing of scientific talks by Ralf Schmälzle, Sue Lim, Yuetong Du, Gary Bente

“…IntroductionThis paper examines the thin-slicing approach—the ability to make accurate judgments based on minimal information—in the context of scientific presentations. …”
Get full text

Task-aware image quality estimators for face detection by Praneet Singh, Amy R. Reibman

“…Abstract Understanding the quality of face images plays a critical role in enhancing the efficiency of end-to-end face analytics systems, which perform tasks such as face detection, alignment, and recognition in a sequential manner. …”
Get full text

Syntactic–Semantic Detection of Clone-Caused Vulnerabilities in the IoT Devices by Maxim Kalinin, Nikita Gribkov

“…In an experimental study, the developed method—compared to BinDiff, Gemini, and Asteria tools—has demonstrated the highest efficiency.…”
Get full text

An AI-Driven Particle Filter Technology for Battery System State Estimation and RUL Prediction by Mohamed Ahwiadi, Wilson Wang

“…The main contributions of the AI-PF technique are as follows: (1) A novel dynamic sample degeneracy detection method is proposed to provide real-time assessment of particle weights so as to promptly identify degeneracy and improve computational efficiency. (2) An adaptive crossover and mutation strategy is proposed to reallocate low-weight particles and maintain particle diversity to improve modeling and RUL forecasting accuracy. …”
Get full text

Monitoring cognitive resilience in military personnel in extreme operational environments: The role of smart technologies and nutritional strategies-A scoping review protocol. by Rodica Siminiuc, Dinu Turcanu

“…<h4>Introduction</h4>Maintaining cognitive performance in extreme operational environments is essential for military personnel efficiency. Exposure to multiple stressors, including sleep deprivation, intense physical exertion, and limited access to food resources, can affect cognitive function and decision-making ability. …”
Get full text

Introducing metal-ligand coordination interaction for self-healing and recyclable nitrile–butadiene rubber: A facile strategy by Yuan Gao, Weiran Zhang, Junhao Wang, Zishuo Wang, Zhaobo Wang

“…The sample, which was subjected to the complete cut, could be capable of restoring its original tensile strength after self-healing treatment. The self-healing efficiency of NBR vulcanizate is significantly dependent on the self-healing temperature and time, which can surprisingly reach 97% of the original tensile strength after self-healing treatment at 180 °C for 60 min. …”
Get full text

Research on Fuzzy Decision-Making Method of Task Allocation for Ship Multiagent Collaborative Design by Jinghua Li, Yiying Wang, Boxin Yang, Qinghua Zhou, Feihui Yuan

“…Therefore, in order to improve the efficiency and quality of task design, this paper proposes a multidesign agent-task allocation decision-making method. …”
Get full text

Categorization of Microscopic Wood Images with Transfer Learning Approach on Pretrained Vision Transformer Models by Kenan Kılıç

“…The DeiT model, which stood out with its data efficiency, ranked second with 98.51% accuracy, while the BEiT and Microsoft Swin Transformer models reached 96.43% and 98.21% accuracy, respectively. …”
Get full text

Analysis of Skidding Characteristics of Solid-Lubricated Angular Contact Ball Bearings During Acceleration by Shijie Zhang, Yuhao Zhao, Jing Wei, Yanyang Zi

“…The interpolation method is adopted to calculate contact parameters to improve the model’s efficiency. Using the proposed model, the dynamic response of the bearing in the acceleration process is studied, and the mechanism and influence characteristics of skidding, over-skidding, and creepage of the rolling element are analyzed. …”
Get full text

STRUCTURAL GLOBAL SENSITIVITY METHOD BASED ON PARTIAL DERIVATIVE WHOLE DOMAIN INTEGRAL by TU LongWei, LIU Jie, LIU GuangZhao, ZHANG Zheng

“…In view of the problems that the traditional variance-based Sobol’method had a low solving efficiency,lacked of enough robustness,and it cannot further effectively decompose and reasonably distribute the influences of the high-order cross subterms,a practical and effective structural global sensitivity method was proposed in this paper based on partial derivative whole domain integral and optimal polynomial surrogate model. …”
Get full text

Design and Application of Water Conservancy Model Management Service Platform by TIAN Maochun, ZOU Xianyong, YANG Yue, HE Qilian

“…The current water conservancy model cannot realize unified access and use,and the computing efficiency of multiple users,models,and schemes is low.In addition,the ability of sharing applications deeply bound with the system is weak.Therefore,the model fails to meet the requirements of intelligent water conservancy and digital twin watershed construction.In view of this,this paper designs a water conservancy model management service platform and applies it to practice.First,different types of water conservancy models are integrated,and their service interfaces are standardized,so as to uniformly receive model calculation service parameters and data in different formats and then convert them into required formats through platform adaptation,which avoids the problem of difficult unified invocation caused by differences in the interfaces of each model.Second,model computing resources are deployed and managed in a unified manner,and model calculation requests are distributed to different servers for calculation through task scheduling,so as to improve the resource utilization rate and reduce calculation time.Finally,a water conservancy model management service platform is developed,which integrates model management,model service,and model assembly functions,so as to provide the application system with model computing service.The application of multiple projects shows that the platform can integrate and share the resources of water conservancy models,give full play to the smart function,and provide support for the construction of intelligent water conservancy and digital twin watersheds.…”
Get full text

Automated Gain Measurement System for Wide-Band Antenna Based on Instruments Remote Access Techniques: Direct SCPI Commands by Ali Ameen Mohammad, Bashar Alwannos, Alaa Salman

“…The proposed system enhances efficiency, reduces complexity, and improves accuracy, making it a valuable tool for antenna testing in research and industry settings. …”
Get full text

A Level-Shift Carrier PWM Modulation Technique and Predictive Current Control of a Multilevel DC-AC Converter for Interfacing Renewable Energy Sources by Vitor Pinto, Joao L. Afonso, Vitor Monteiro

“…Multilevel converters offer important advantages over traditional two level converters, such as reduced harmonic distortion and improved efficiency. Computational simulations using the PSIM software were conducted to validate the operation of the converter, both as active rectifier and as inverter. …”
Get full text

A Case Study of Sensor Data Collection and Analysis in Smart City: Provenance in Smart Food Supply Chain by Qiannan Zhang, Tian Huang, Yongxin Zhu, Meikang Qiu

“…In this paper, a smart sensor data collection strategy for IoT is proposed, which would improve the efficiency and accuracy of provenance with the minimized size of data set at the same time. …”
Get full text

Parallel Nonnegative Matrix Factorization with Manifold Regularization by Fudong Liu, Zheng Shan, Yihang Chen

“…Experimental results on popular text corpora and image datasets demonstrate that PNMF-M significantly improves both scalability and time efficiency of conventional NMF thanks to the parallelization on distributed computing system; meanwhile it significantly enhances the representation ability of conventional NMF thanks to the incorporated manifold regularization.…”
Get full text

Self-sufficiency as an object of management in the system of economic support of forestry enterprises by М.I. Pyrshin

“…It is established that today, most forest enterprises have a very low level of the management efficiency in terms of profits, investment formation due to depreciation policy and labor cost indicators. …”
Get full text

Robust prediction of synthetic gRNA activity and cryptic DNA repair by disentangling cellular CRISPR cleavage outcomes by Stephan Riesenberg, Philipp Kanis, Rosa Karlic, Tomislav Maricic

“…Abstract The ability to robustly predict guide RNA (gRNA) activity is a long-standing goal for CRISPR applications, as it would reduce the need to pre-screen gRNAs. …”
Get full text

THE IMPACT OF DIGITAL TRANSFORMATION ON STRATEGIC MANAGEMENT by Adrian George BOZINTAN, Emil Lucian CRIȘAN, Ory PINCO

“…We discover that strategic management has evolved in response to digital transformation as conventional managerial practices nowadays would no longer work at maximum efficiency. Strategic management has changed, adopting new features, most notably faster decision-making and less arduous tasks for top managers, allowing them to focus exclusively on performing tasks that match their specific competencies. …”
Get full text

Machine Learning-Based Network Detection Research for SDNs by Lai Jiayue

“…Moreover, it emphasizes the operational advantage of deploying multiple organic sets of machine learning algorithms, which can achieve even greater precision and efficiency than individual machine learning algorithms in practical uses, bringing it closer to developing a more robust and secure SDN environment.…”
Get full text