A cybertwin-enabled edge-end cloud network is analyzed, as depicted in Fig. 1, structured into three level hierarchies23. The lower layer has various end devices like smartphones, smart sensors, and smart vehicles, all supporting diverse…
Category: 7. Maths
-

An engineering practical three-dimensional sliding cable element
The three-dimensional slip cable element is shown in Fig. 1, with I, O, and J as the three nodes of the element, where point O is the slip node, and a pulley is usually designed to realize the slip. The element is composed of the left IO cable…
Continue Reading
-

Wasserstein GAN for moving differential privacy protection
GAN series models have always been mainstream generative models, but the original GAN model suffers from the issue of training collapse. WGAN improves upon this by using the Wasserstein distance, addressing the tendency for training collapse in…
Continue Reading
-

A diffusion enhanced CRF and BiLSTM framework for accurate entity recognition
Model overview
The Enhanced Diffusion Boundary Classification Network (EDCBN) addresses key challenges in NER, including noisy annotations, overlapping entities, and complex text structures, through a unified framework designed to enhance feature…
Continue Reading
-

Optimization of deep learning architecture based on multi-path convolutional neural network algorithm
Datasets collection, experimental environment, and parameters setting
The datasets selected in the experiment are the Canadian Institute for Advanced Research-10 (CIFAR-10), ImageNet dataset, and Custom Dataset. CIFAR-10 is a standard dataset…
Continue Reading
-

Adaptive crayfish optimization algorithm for multi-objective scheduling optimization in distributed production workshops
Platform of wind turbine pultruded panel production
The wind turbine pultruded panel production system follows a continuous automated pultrusion process, which involves key steps such as fiber supply, resin impregnation, mold heating and curing,…
Continue Reading
-

Finite element analysis of the human mandible: a systematic review with meta-analysis of the essential input parameters
This systematic review and meta-analysis aimed to identify the real physical test values of the essential input parameters required for an accurate mandibular finite element analysis (FEA). The study illustrates that not every essential parameter…
Continue Reading
-

Impact of incubation and gestation periods on the dynamics of a spatially heterogeneous eco-epidemiological model
Studying stability analysis in eco-epidemic systems, which combine predator–prey interactions with disease dynamics, is crucial for understanding how ecosystems respond to disturbances, predict long-term outcomes, and inform conservation or…
Continue Reading
-

Influence of Twitter social network graph topologies on traditional and meme stocks during the 2021 GameStop short squeeze
Gill, K. Hey burry thanks a lot for jacking up my cost basis. https://www.reddit.com/r/wallstreetbets/comments/d1g7x0/hey_burry_thanks_a_lot_for_jacking_up_my_cost/ (2019). [Accessed: 2023-09-09].
Gill, K. 100%+ short interest in GameStop stock…
Continue Reading
-

An image encryption scheme using 4-D chaotic system and cellular automaton
The basic requirements of the field of image cryptography are to provide high security and be resistant to various common attacks. These may be different types of cryptanalytic attacks, such as a chosen plaintext/ciphertext attack, statistical…
Continue Reading
