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Research Article
A Safety-Critical Control Scheme for Spacecraft Relative Motion Tracking Based on the Fully Actuated System Approach and Offline QP Solutions
A safety-critical control scheme based on fully actuated system approach (FASA) framework is developed for spacecraft relative motion tracking under external disturbances and multiple forbidden regions. For tracking performance, the nominal controller is designed by using the FASA framework, such th...
Research Article
Characterization, Evolutionary Insights, and Stress-Responsive Expression of the Phosphoenolpyruvate Carboxylase (PEPC) Gene Family in Salix Matsudana
Phosphoenolpyruvate carboxylase (PEPC) is a vital enzyme in plant carbon metabolism, catalyzing the conversion of phosphoenolpyruvate (PEP) to oxaloacetate (OAA), a key intermediate in numerous biosynthetic pathways. PEPC family members are usually classified into PTPC and BTPC subfamilies, and PTPC...
Research Article
Deployment Challenges of Bayesian Network–Based Learning Path Recommendation in Real Classroom Settings
Bayesian Network (BN)–based Learning Path Recommendation (LPR) systems are widely adopted in personalized education for modeling uncertainty and providing interpretable learner representations. However, existing studies predominantly evaluate these systems under controlled settings that assume balan...
Perspective
Algorithmic Frenzy and the Reality Gap: The Dangerous Illusion of Grid Prediction Technology
This Perspective discusses the limitations of current grid data prediction technologies and emphasizes the need for more reliable, interpretable, and data-driven approaches to support the increasing complexity of modern power systems and the ongoing energy transition.
Research Article
Proof of Morse’s Lemma
In this paper, we present an important property of smooth function germs of orbit tangent space, and apply it to discuss the proof of Morse's Lemma.
Research Article
Research on Innovative Applications of Generative Artificial Intelligence in Agricultural Informatization
The integration of information technology into agriculture is fundamental to modern agricultural development. However, traditional agricultural information models, which rely on analytical AI for prediction and monitoring, face significant limitations in handling unstructured data, generating action...
Research Article
CRITIC-EDAS Method for Linguistic Picture Fuzzy Soft Sets and Its Application in Decision Making Problem
Linguistic picture fuzzy soft sets (LPFSSs) provide a powerful tool for handling uncertainties in decision-making problems, particularly when multiple parameters are involved. By integrating the advantages of linguistic picture fuzzy sets (LPFSs) and soft sets (SSs), LPFSSs prove especially effectiv...
Research Article
Performance Analysis of Energy-Efficient Reliable AIoT System Architectures
As many IoT systems deploy machine learning models to implement intelligent functions, the reliability and performance assurance of artificial intelligence and the Internet of Things (AIoT) system is becoming a crucial issue. While reliability of AIoT system outputs can be improved by redundancy usi...
Research Article
Robust Decentralized Dissipative Control Design for Uncertain Fractional-Order Interconnected Systems via Non-Fragile State Feedback
This study examines the problem of decentralized non-fragile dissipative control for a category of fractional-order linear uncertain large-scale systems. We assume that the subsystems uncertainty is norm-bounded and time-varying. Furthermore, we assume that the state-feedback gains for subsystems o...
Research Article
Fracturing Effectiveness Evaluation Based on Flowback Data Using Pressure Transient Testing
This study addresses fracturing performance evaluation during shale oil well flowback by developing a seepage flowback mathematical model and a water-phase evaluation framework. A method calculating effective fracture pore volume via flowback water production data is proposed. Using Well H flowback...