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Research Article
Response Surface Methodology Study of the Synergistic Effects of Soaking Pretreatment and Microwave Power on the Proximate Composition of Tiger nut (Cyperus esculentus L.)
Despite its nutritional potential, Tiger nut remains under-utilized. This study examined the interactive effects of soaking time (24–72\,h) and microwave power (100–280\,W) on its proximate composition using response surface methodology. Commercial tubers (14.33% moisture) were rehydrated to 38.6–46...
Research Article
Ionic Conduction in Cold-Sintered Metakaolin Ceramics
The influence of process conditions and post-annealing treatments on the ionic transport properties of metakaolin (MK) ceramics prepared by the cold sintering process (CSP) were investigated. Within the temperature range of 120–200 °C, CSP temperature has little influence on densification and micros...
Research Article
Electrophysiological Profiling Reveals the “Slow” Physiological Strategy and Endangerment Mechanism of the Rare and Endangered Orchid Cremastra appendiculata
The conservation of rare and endangered medicinal plants, such as Cremastra appendiculata, is hindered by a limited understanding of their intrinsic endangerment mechanisms. This study employed a plant vitality analyzer (model: ZT-FIA-1, Jiangsu Zhongtian Zhigan Life Data Co., Ltd., China) to system...
Research Article
Mapping Traditional Software Non-Functional Requirements into the Machine Learning Context
Non-Functional Requirements (NFRs) are quality-focused attributes of a system that impact functional components. There are 24 common NFR classes with some of the most used being performance, scalability, availability, reliability, and security. The implementations of these classes are ambiguous and...
Review Article
A Survey on Real-Time Adversarial Attack Detection and Robustness for Real-Time Systems
The use of deep neural networks in modern surveillance systems enables real-time object detection, facial recognition, and anomaly detection, but they remain vulnerable to adversarial attacks, creating critical security risks. This survey reviews detection methods tailored for real-time surveillance...
Review Article
Gas Tunnels in Non-Coal Strata in China: A Systematic Review of Conceptual Framework, Genetic Typology and Regional Distribution
The expansion of transportation infrastructure into geologically complex mountainous regions of China has increased encounters with gas-bearing non-coal strata during tunnel construction. Unlike coal-measure gas systems, gas occurrences in carbonate, clastic, and metamorphic rocks present distinct c...
Research Article
Farming Upward: The TsingSky Guangzhou Future Agriculture Cluster as a County-Level Model for Context-Specific Smart Agriculture
Against the backdrop of global food-security concerns, climate change, farmland constraints, and accelerating urbanization, modern agriculture is shifting from a land-dependent model toward a new paradigm shaped by spatial reconfiguration, energy integration, advanced equipment, and digital intellig...
Research Article
Oil Displacement Behavior of Polymer Flooding in Horizontal Well Patterns: Experimental and Numerical Simulation Approaches
Heavy oil reservoirs often retain substantial remaining oil after polymer flooding with vertical wells due to unfavorable oil-water mobility ratios and reservoir heterogeneity. Although horizontal wells can improve oil displacement efficiency by providing a larger contact area with the formation, sy...
Research Article
RETRACTED: Adaptive Hyperspectral Direct Classification Method Based on Computational Spectral Imaging
Hyperspectral image classification is a central task in remote sensing information extraction. Conventional approaches follow a reconstruct-then-classify paradigm, which entails large data volumes, high computational cost, and poor real-time performance. This paper presents an adaptive hyperspectra...
Research Article
The Economic Singularity: Core Mathematical Model
This paper develops a dynamical systems model of an economy with recursively self-improving artificial intelligence and financialization. The model features quadratic self-amplification in both AI capability ($\lambda A^2$) and financial capital ($\gamma_F K_f^2$), coupled through investment flows....