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07/18/2023
Knowledge-infused Deep Learning Enables Interpretable Landslide Forecasting
Forecasting how landslides will evolve over time or whether they will fa...
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04/09/2022
A Deep Learning Approach for Predicting Two-dimensional Soil Consolidation Using Physics-Informed Neural Networks (PINN)
Soil consolidation is closely related to seepage, stability, and settlem...
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09/01/2021
An Efficient Deep Learning Approach Using Improved Generative Adversarial Networks for Incomplete Information Completion of Self-driving
Autonomous driving is the key technology of intelligent logistics in Ind...
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08/08/2021
Deep Transfer Learning for Identifications of Slope Surface Cracks
Geohazards such as landslides have caused great losses to the safety of ...
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05/24/2021
Heterogeneous Data Fusion Considering Spatial Correlations using Graph Convolutional Networks and its Application in Air Quality Prediction
Heterogeneous data are commonly adopted as the inputs for some models th...
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08/21/2020
KCoreMotif: An Efficient Graph Clustering Algorithm for Large Networks by Exploiting k-core Decomposition and Motifs
Clustering analysis has been widely used in trust evaluation on various ...
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03/23/2020
Julia Language in Machine Learning: Algorithms, Applications, and Open Issues
Machine learning is driving development across many fields in science an...
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01/23/2020
juSFEM: A Julia-based Open-source Package of Parallel Smoothed Finite Element Method (S-FEM) for Elastic Problems
The Smoothed Finite Element Method (S-FEM) proposed by Liu G.R. can achi...
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08/10/2019
Adaptive RBF Interpolation for Estimating Missing Values in Geographical Data
The quality of datasets is a critical issue in big data mining. More int...
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02/11/2018
GeoMFree3D: An Under-Development Meshfree Software Package for Geomechanics
This paper briefly reports the GeoMFree3D, a meshfree / meshless softwar...
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01/20/2015
A Novel Implementation of QuickHull Algorithm on the GPU
We present a novel GPU-accelerated implementation of the QuickHull algor...
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01/15/2013
3D Geological Modeling and Visualization of Rock Masses Based on Google Earth: A Case Study
Google Earth (GE) has become a powerful tool for geological modeling and...
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12/25/2012