992 Result(s)
within
Jian-**ao Liu
Engineering
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Article
PCSAGAN: a physics-constrained generative network based on self-attention for high-fidelity flow field reconstruction
We propose a physics-constrained generative adversarial network, PCSAGAN, based on the self-attention mechanism for high-fidelity flow field reconstruction, which can generate high-resolution and high-precisio...
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Article
Prediction and analysis of paroxysmal impulse vibration in aero-engine inter-shaft bearings induced by localized faults in the outer ring
Inter-shaft bearings, critical components within aero-engine dual-rotor systems, are susceptible to localized faults due to their unique installation locations. This research delves into a distinctive dynamic ...
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Article
Levee Safety Monitoring: Algorithm for Feature Recognition in Point Clouds of Levee Landslides
Seepage failure of levees can cause landslides and other hazards. Three-dimensional (3D) laser-scanning technology has become a new method for collecting levee hazard data. In this study, the 3D characteristic...
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Article
Study on the Characteristics of Slurry Support Efficiency on Excavation Face Induced by Shield Cutterhead Cutting in Sand Stratum
During the slurry shield machine tunnelling in sand stratum with strong permeability, it can be challenging to achieve the filter cake formation on the excavation face in time. The continuous damage of shield ...
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Article
A data-driven approach for predicting the fatigue life and failure mode of self-piercing rivet joints
In lightweight automotive vehicles, the application of self-piercing rivet (SPR) joints is becoming increasingly widespread. Considering the importance of automotive service performance, the fatigue performanc...
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Article
Recurrent neural network robust curvature tracking control of tendon-driven continuum manipulators with simultaneous joint stiffness regulation
Continuum manipulators, despite their prominent flexibility and compliance, possess relatively low inherent stiffness and weak load capacity. Realizing simultaneous curvature tracking control and joint stiffne...
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Article
Typhoon-Induced Ocean Waves and Stokes Drift: A Case Study of Typhoon Mangkhut (2018)
Ocean waves and Stokes drift are generated by typhoons. This study investigated the characteristics of ocean waves and wave-induced Stokes drift and their effects during Typhoon Mangkhut using European Centre ...
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Article
Multiscale topology-enabled structure-to-sequence transformer for protein–ligand interaction predictions
Despite the success of pretrained natural language processing (NLP) models in various fields, their application in computational biology has been hindered by their reliance on biological sequences, which ignor...
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Article
A fourth-order nonlinear equation studied by using a multivariate bilinear neural network method
In this work, a more accurate analytical solution of nonlinear partial differential equation is sought by setting the generalized activation function in the model of multiple bilinear neural network method. As...
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Article
Magnesium-containing pellet regulating blast furnace ferrous burden interaction: softening–melting behavior and mechanism
MgO participates in all stages of sintering, pelletizing, and blast furnace ironmaking, and synergistically optimizing the distribution of MgO in ferrous burden can effectively enhance the interaction within t...
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Article
Open AccessSla-former: conformer using shifted linear attention for audio-visual speech recognition
Conformer-based models have proven highly effective in Audio-visual Speech Recognition, integrating auditory and visual inputs to significantly enhance speech recognition accuracy. However, the widely utilized...
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Article
Proposing a machine learning approach to analyze and predict basic high-temperature properties of iron ore fines and its factors
The basic high-temperature properties of iron ore play a crucial role in optimizing sintering and ore blending, but the testing process for these properties is complex and has significant lag time, which canno...
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Article
Open AccessDesign and architecture of a slender and flexible underwater robot
This paper presents the design and analysis of a biomimetic underwater snake-like robot, addressing the main limitations of current underwater robotic systems in terms of maneuverability and adaptability in co...
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Article
Strength and fracture properties of coral concrete under impact of coral aggregate type and fiber hybridization
Seawater coral aggregate concrete (SCAC) has demonstrated advantages in reducing material cost and energy consumption of marine infrastructure on reefs and islands. However, SCAC exhibits increased brittleness...
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Article
Insights into the Filtered-x LMS Algorithm in the Presence of Frequency Mismatch
The performance of a narrowband active noise control (NANC) system can be significantly degraded due to the frequency mismatch (FM). In this paper, the statistical performance of a typical FxLMS-based NANC sys...
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Article
High-accuracy gravity field and gravity gradient forward modelling based on 3D vertex-centered finite-element algorithm
Gravity anomalies generated by density non-uniformity are governed by the 3D Poisson equation. Most existing forward methods for such anomalies rely on integral techniques and cell-centered numerical approache...
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Article
Solving the variable coefficient nonlinear partial differential equations based on the bilinear residual network method
In this work, a variable coefficient bilinear residual network method is proposed to solve nonlinear partial differential equations with variable coefficient, including two types of neural network models: 2–2 ...
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Article
Difference in microstructural characteristics of stamp-charged coke and gravity-charged coke with approximate macroscopic performance
The microstructural characteristics including optical texture, porosity and pore structure and chemical structure of stamp-charged coke (SCC) and gravity-charged coke (GCC) with similar conventional macro-indi...
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Article
Effects of Freeze–Thaw Cycle on Permeability and Compression Properties of Aeolian Soil–Bentonite Mixture
This research investigates the permeability and compressibility performance of aeolian-Na/Ca-bentonite mixtures (ANB/ACB) with varying bentonite contents, subjected to different freeze–thaw cycles, in which th...
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Article
Combined EKF–LSTM algorithm-based enhanced state-of-charge estimation for energy storage container cells
The core equipment of lithium-ion battery energy storage stations is containers composed of thousands of batteries in series and parallel. Accurately estimating the state of charge (SOC) of batteries is of gre...
