Numerical modeling and neural network optimization for advanced solar panel efficiency by Udit Mamodiya, Indra Kishor, Mohammed Amin Almaiah, Monia Hamdi, Rami Shehab, Tayseer Alkhdour

“…The proposed approach achieves 25% lower forecasting error (RMSE/MAE) and 30% reduced power consumption through Edge AI implementation. This study sets up a new paradigm for AI-integrated solar optimization, which ensures real-time adaptability and enhanced performance in practical deployment. …”
Get full text

Single-Shot Wavefront Sensing in Focal Plane Imaging Using Transformer Networks by Hangning Kou, Jingliang Gu, Jiang You, Min Wan, Zixun Ye, Zhengjiao Xiang, Xian Yue

“…Wavefront sensing is an essential technique in optical imaging, adaptive optics, and atmospheric turbulence correction. …”
Get full text

Research Status and Progress of Acoustic Fire Extinguishing Technology by Xinyue Shi, Zhaojun Tian, Yi Lu, Qing Ye

“…Integration with drone platforms and adaptive feedback systems enhances fire extinguishing energy efficiency by over 30%. …”
Get full text

Quantum State Estimation for Real-Time Battery Health Monitoring in Photovoltaic Storage Systems by Dawei Wang, Liyong Wang, Baoqun Zhang, Chang Liu, Yongliang Zhao, Shanna Luo, Jun Feng

“…The hybrid quantum–classical implementation achieves scalable optimization under uncertainty, enabling faster convergence across high-dimensional solution spaces. …”
Get full text

An Artificial-Neural-Network-Based Direct Power Control Approach for Doubly Fed Induction Generators in Wind Power Systems by Chaimae Dardabi, Santiago Cóbreces Álvarez, Abdelouahed Djebli

“…The real-time experimental validation highlights the practical applicability of this approach, bridging the gap between theoretical ANN-based control and real-world wind energy system implementation. These findings reinforce the potential of intelligent control strategies for optimizing renewable energy technologies, paving the way for more efficient and adaptive wind turbine control solutions.…”
Get full text

High resolution genome wide binding event finding and motif discovery reveals transcription factor spatial binding constraints. by Yuchun Guo, Shaun Mahony, David K Gifford

“…The discovery of new factor-factor spatial constraints in ChIP data is significant because it proposes testable models for regulatory factor interactions that will help elucidate genome function and the implementation of combinatorial control.…”
Get full text

Evaluating the Vulnerability of Hiding Techniques in Cyber-Physical Systems Against Deep Learning-Based Side-Channel Attacks by Seungun Park, Aria Seo, Muyoung Cheong, Hyunsu Kim, JaeCheol Kim, Yunsik Son

“…In cyber-physical systems (CPSs), embedded systems are inherently constrained by limited resources, restricting the implementation of complex countermeasures. Traditional countermeasures, such as hiding techniques, attempt to obscure power consumption patterns; however, their effectiveness has been increasingly challenged. …”
Get full text

Tightly Coupling Fusion of UWB Ranging and IMU Pedestrian Dead Reckoning for Indoor Localization by Rashid Ali, Ran Liu, Anand Nayyar, Basit Qureshi, Zhiqiang Cao

“…Existing systems, however, are focused only on foot-mounted IMUs that restrict the system’s implementation to particular real situations. In this research, using foot-mounted IMU, we suggest combining UWB ranging and IMU pedestrian dead reckoning (PDR), which can provide a generic indoor positioning solution. …”
Get full text

Are Exotic Monks Better at Chanting Sutras? Tension and Integration Between Performance-Based Personnel Management and Indigenous Guanxi Culture by Qian Zhao, Wen Li, Yan Fan

“…Overall, externally imposed performance-based personnel management faces significant adaptive challenges within China’s deeply rooted guanxi culture. …”
Get full text

From Neural Networks to Emotional Networks: A Systematic Review of EEG-Based Emotion Recognition in Cognitive Neuroscience and Real-World Applications by Evgenia Gkintoni, Anthimos Aroutzidis, Hera Antonopoulou, Constantinos Halkiopoulos

“…Discussion: These challenges include developing adaptive, real-time processing algorithms, integrating EEG with other inputs like facial expressions and physiological sensors, and a need for standardized protocols for emotion elicitation and classification. …”
Get full text

Initiating a Full Fulfilment Curriculum-Based Deep Learning: Integration of Knowledge and Character in Learning by Aulia Fitri, Khairul Amin, Zuhri Tauhid, Aulia Ramadona, Wismanto

“…These findings contribute to the modern curriculum development that is more adaptive to the needs of today's students. Hopefully, this curriculum can be widely applied to achieve sustainable and holistic educational outcomes. …”
Get full text

Real-Time Digital-Twin-Based Cobot-Worker Collision Risk Prediction Using Unity, ROS, and UWB by Woojin Kwon, Jieun Yang, Seunghwa Song, Jun Lee, Hyungjung Kim

“…The growing use of collaborative robots (cobots) in industrial environments raises concerns about worker safety; flexible and adaptive systems are required to predict and prevent real-time cobot-worker collisions. …”
Get full text

Modeling, Simulation, and Control of a Rotary Inverted Pendulum: A Reinforcement Learning-Based Control Approach by Ruben Hernandez, Ramon Garcia-Hernandez, Francisco Jurado

“…The usefulness of the proposed Simscape model is demonstrated by the implementation of a variety of control strategies, including linear controllers as the linear quadratic regulator (LQR), proportional–integral–derivative (PID) and model predictive control (MPC), nonlinear controllers such as feedback linearization (FL) and sliding mode control (SMC), and artificial intelligence (AI)-based controllers such as FL with adaptive neural network compensation (FL-ANC) and reinforcement learning (RL). …”
Get full text

Characterization of Soil Bacterial Communities in Different Vegetation Types on the Lava Plateau of Jingpo Lake by Yanli Zhang, Jiaxing Huang, Jiaxin Xue, Kaining Zhang, Xintong Chen, Jianhui Jia, Qingyang Huang

“…Furthermore, prioritizing the implementation of forest vegetation is crucial in the adaptive management of the lava plateau. …”
Get full text

Genetic Breeding to Improve Freeze Tolerance in Blueberries, a Review by Ye Chu, Josh Clevenger, Kendall Lee, Jing Zhang, Changying Li

“…Genetic association studies have identified QTL regions linked to freeze tolerance in blueberries, providing valuable targets for selection. The implementation of these advanced genomic tools and high-throughput phenotyping methodology will accelerate the development of weather-resilient blueberry cultivars.…”
Get full text

Comparative analysis of Russian and foreign generative neural networks for personalization of learning using English language teaching as an example by Roman A. Vlasov

“…The study analyzed Russian and foreign programs, applications and services based on generative neural networks that have already been implemented or that can be implemented in the educational process of a foreign language. …”
Get full text

Research on intelligent control system for scraper conveyor in coal mining working face by FAN Baodong, MA Kaide, CUI Weixiu, LI Zhiyuan

“…The system architecture was introduced, focusing on two key technologies: operating condition sensing and adaptive control for scraper conveyor. Taking dumbbell state monitoring and chain break fault monitoring as examples, the implementation methods of operating condition sensing technology for scraper conveyor were detailed. …”
Get full text

Dynamic Calibration Method of Multichannel Amplitude and Phase Consistency in Meteor Radar by Yujian Jin, Xiaolong Chen, Songtao Huang, Zhuo Chen, Jing Li, Wenhui Hao

“…In this study, we propose a dynamic adaptive calibration method that combines normalized least mean square and correlation algorithms, integrated with hardware design. …”
Get full text

Features of arterial hypertension course in patients with psoriasis by V. A. Vizir, G. I. Makurina

“…Material and Methods. For the implementation of the set task specific features of clinical picture of arterial hypertension (presented by essential hypertension) and psoriasis were studied. …”
Get full text

Healing through art: a thematic synthesis within a quasi-systematic review of art’s impact on adult mental well-being during the COVID-19 pandemic by Hayley Stevenson, Mamdooh Alzyood

“…However, equitable implementation requires hybrid delivery models and cultural adaptation. …”
Get full text