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Research Article
Thermal Modeling of the Ground Surface for the Purpose of Calculating the Current-Carrying Capacity of Underground Cable Lines Using the FEM
In large-scale 2D finite element steady-state thermal models for underground cable ampacity calculations, where the lateral and lower boundaries are adiabatic, the ground surface may be represented by isothermal Dirichlet, convective Robin, or coupled convection–radiation conditions. In such cases,...
Research Article
Functional Properties of SrTi\(_{1-x}\)Fe\(_x\)O\(_3\) Dielectric Ceramics
This study focuses on the solid-state processing optimization of SrTi\(_{1-x}\)Fe\(_x\)O\(_3\) (STFO) ceramics with \(0.00 \leq x \leq 0.11\). X-ray diffraction reveals a single-phase cubic structure (space group Pm\(\bar{3}m\)) with lattice constant \(a = b = c = 3.91{Å}\) and a maximum relative de...
Research Article
Screening of Antimicrobial Peptides from Duck Farm Soil Metagenomic Sequences Based on Deep Learning and Molecular Dynamics Simulation
Antimicrobial peptides (AMPs) are promising candidates in the fight against antibiotic resistance. However, traditional screening methods are often complex and costly. Metagenome offers a powerful approach for discovering novel AMPs from environmental samples. In this study, the deep learning model...
Perspective
A Perspective on Student Behavior Analytics via Approximate Fast Clustering and Deep Learning
The rapid digitization of education has generated massive, heterogeneous student behavioral data, creating both opportunities and methodological challenges for educational data mining. This perspective paper discusses an emerging paradigm that integrates approximate fast clustering algorithms with d...
Perspective
Advancing Educational Data Mining through Multi-Source Data Fusion and Explainable Knowledge
The rapid digitalization of education has led to an explosive growth of multi-source and multi-modal learning data, providing new opportunities for advancing Educational Data Mining (EDM). By learning diverse data such as learning behaviors, assessment records, and interaction logs, EDM enables deep...
Research Article
Reservoir Characterization of Eocene Carbonates and Cambrian Sands in the Eastern Potwar Region, Pakistan
Hydrocarbon prospectivity in fold-and-thrust belts remains inherently uncertain due to the combined effects of structural complexity and heterogeneous reservoir properties. The Eastern Potwar region of Pakistan, characterized by imbricate thrust systems, anticlines, and synclines, represents a typic...
Research Article
A Conditional Privacy-Preserving Short Signature Scheme for Industrial Internet of Things
Securely transmitting a large amount of data in a short time is a serious challenge in today's digital age. Cryptographic primitives can significantly alleviate this problem. The invention of digital signatures represents a major advance in this area. The Certificateless Aggregate Signature (CLAS) s...
Perspective
From Fog-Enabled IoT to Cognitive Internet of Vehicles: A Perspective on Mutable–Immutable Blockchain Architectures
Fog-enabled Internet of Things (IoT-Fog) architectures and the Cognitive Internet of Vehicles (Cognitive IOV) are becoming key enablers for next-generation intelligent transport systems. At the same time, Blockchain is used to support integrity, transparency, and trust in distributed vehicular servi...
Perspective
Can Sidechains and AI Save the Edge? A Perspective on Scalability and Security in IoT-Fog Blockchains
IoT-Fog networks create big challenges in scalability, latency, and security at the edge. This paper gives a simple perspective on how sidechains and artificial intelligence (AI) can help. Sidechains process local transactions near devices, increase throughput, and reduce delay. AI methods, such as...
Research Article
Design of Low-Altitude Air Route Networks with Robustness Boundary via Reinforcement Learning
The rapid expansion of the low-altitude economy is reshaping urban transportation systems, while large-scale operations of dynamic and high-density low-altitude unmanned aerial vehicles pose significant challenges to performance and robustness of airspace infrastructure. Traditional free-flight and...