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Article
An adaptive joint optimization framework for pruning and quantization
Pruning and quantization are among the most widely used techniques for deep learning model compression. Their combined application holds the potential for even greater performance gains. Most existing works co...
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Article
Filtering-Based Bias-Compensation Recursive Estimation Algorithm for an Output Error Model with Colored Noise
For the output error (OE) models whose outputs are contaminated by colored process noises (i.e., correlated noises), this paper derives a new form of bias compensation recursive least squares (BCRLS) algorithm...
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Article
Experimental Study on Compressibility and Microstructure of Loess Solidified by Permeable Polymer
This study aims to investigate the compressive and microstructural properties of loess before and after treatment with a new permeable polymer. To enhance the compressive properties of loess, specimens were in...
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Article
A vector error gradient compensation method for geometric error of boring deep holes on thin-walled boxes
The final machining process, high-precision boring, can significantly affect the geometric error index of deep holes in gearboxes with thin-walled features. However, traditional mirror and mean compensation st...
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Article
\({\mathrm{H}}_{\infty }\) and \({\mathrm{H}}_{2}\) Optimization of the Grounded-Type DVA Attached to Damped Primary System Based on Generalized Fixed-Point Theory Coupled Optimization Algorithm
This paper propose a grounded-type DVA attached to a damped primary system, which can effectively suppress the vibration amplitudes by introducing a lever, focusing on the optimal design of the novel DVA. It c...
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Chapter and Conference Paper
Research and Application for Thermal Fatigue Analysis of V-Shape Specimen
A thermal fatigue (TF) test bench for V-shape specimen was established successfully. Based on different test schemes, it was observed that the fatigue life of V-shape specimen decreased with increasing cooling...
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Article
Investigations on Attenuation of Lamb Waves in Droplet Actuation
In droplet actuation, Lamb waves are utilized to manipulate and control liquid droplets on solid surfaces. This paper presents an analytical model for driving droplets using Lamb waves (a type of surface acous...
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Article
Editorial Special Issue on Simulation and AI
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Chapter and Conference Paper
Generating Post-healing Images of Skin Diseases Based on an Adversarial Self-coding Generator
Goal: In recent years, the rapid development of computer vision and deep learning has driven the improvement of new technologies in medical imaging, while applications in various aspects have emerged. Regardin...
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Article
Solving Inventory Management Problems through Deep Reinforcement Learning
Inventory management (e.g. lost sales) is a central problem in supply chain management. Lost sales inventory systems with lead times and complex cost function are notoriously hard to optimize. Deep reinforceme...
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Article
Establishment of organoid models based on a nested array chip for fast and reproducible drug testing in colorectal cancer therapy
The conventional microwell-based platform for construction of organoid models exhibits limitations in precision oncology applications because of low-speed growth and high variability. Here, we established orga...
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Article
Blockchain-based multi-user certificateless encryption with keyword search for electronic health record sharing
Nowadays, with the rapid development of smart health-care based on electronic health records, it remarkably supplies a promising way to alleviate the shortage of medical resources and improve medical efficienc...
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Article
Dynamic modeling of the planetary gear set considering the effects of positioning errors on the mesh position and the corner contact
The positioning errors of a gear pair will directly affect the mesh position and the corner contact (via the tooth pair separation distance) which should be considered for correctly modeling the gear time-vary...
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Article
Influence of discharge gap on material removal and melt pool movement in EDM discharge process
In electrical discharge machining (EDM), gap control is the key to stable processing; the discharge gap plays a significant role in EDM. To determine the influence of the discharge gap on material removal and ...
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Chapter and Conference Paper
Research on Thermal Characteristics of the High-Speed Motorized Spindle
The heat generated by the motorized spindle during high-speed rotation will cause temperature rise and thermal drift. Taking the A02 motorized spindle as an example, the temperature changes and axial thermal d...
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Article
An efficient outsourcing attribute-based encryption scheme in 5G mobile network environments
Attribute-based encryption (ABE) provides a fine-grained access control mode for multiuser network environments. The popularity of 5th generation (5G) mobile network applications has greatly increased the data...
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Article
Open AccessClassification of microcalcification clusters in digital breast tomosynthesis using ensemble convolutional neural network
The classification of benign and malignant microcalcification clusters (MCs) is an important task for computer-aided diagnosis (CAD) of digital breast tomosynthesis (DBT) images. Influenced by imaging method, ...
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Article
Design of a portable and multifunctional dependable wireless communication platform for smart health care
The future of dependable wireless communication will encompass a much eclectic range of applications. Not only are traditional telecommunication facilities such as text messaging, audio and video calling, vide...
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Chapter and Conference Paper
Network Traffic Prediction Method Based on Time Series Characteristics
With the continuous development of computer networks in recent years, the scale and types of services carried by the network are increasing. Accurate traffic prediction results provide the main support and ref...
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Chapter and Conference Paper
Sealing Detection Technology of Cotton Ball of Edible Fungus Bag
In the production process of edible fungi, the quality inspection of each link is a very important link, and the inspection link determines the reliability and intelligence of intelligent equipment. The precis...