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Geo3D+AI@CSU

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  1. Bayesian-MCMC Bayesian-MCMC Public

    Bayesian-MCMC (Markov Chain Monte Carlo) Based Three-Dimensional Geological Model Optimization by Data and Knowledge Fusion

    Python

  2. ML4LSM ML4LSM Public

    Stacking ensemble of machine learning methods for landslide susceptibility mapping in Zhangjiajie City, Hunan Province, China

    Jupyter Notebook

  3. GCN-LSTM GCN-LSTM Public

    A groundwater level spatiotemporal prediction model based on graph convolutional networks with a long short-term memory

    Python

  4. 3DCNN4MPM 3DCNN4MPM Public

    A lightweight convolutional neural network with end-to-end learning for three-dimensional mineral prospectivity modeling

    Python

  5. MCS_GDM MCS_GDM Public

    Uncertainty Evaluation of Soil Heavy Metal(loid) Pollution and Health Risk: A Geographic Detector with Monte Carlo Simulation

    Python

  6. 3DCNN4Litho 3DCNN4Litho Public

    Deep Subsurface Pseudo-Lithostratigraphic Modeling Based on Three-dimensional Convolutional Neural Network (3D CNN) Using Inversed Geophysical Properties and Shallow Subsurface Geological Model

    Python

Repositories

Showing 9 of 9 repositories
  • STV-MNet Public

    STV-MNet: Multi-Task Convolutional Neural Networks for Estimating Street Tree Carbon Storage from Baidu Street View Images (BSVIs)

    Geo3D-AI-CSU/STV-MNet’s past year of commit activity
    Rich Text Format 0 1 0 2 Updated Dec 22, 2024
  • ML4LSM Public

    Stacking ensemble of machine learning methods for landslide susceptibility mapping in Zhangjiajie City, Hunan Province, China

    Geo3D-AI-CSU/ML4LSM’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Oct 16, 2024
  • CNN4LSM Public

    Multi-scale convolutional neural networks (CNNs) for landslide inventory mapping from remote sensing imagery and landslide susceptibility mapping (LSM)

    Geo3D-AI-CSU/CNN4LSM’s past year of commit activity
    Python 0 0 0 0 Updated Oct 16, 2024
  • AdaHRBF Public

    Gradient-Adaptive Hermite-Birkhoff Radial Basis Function Interpolants for Three-dimensional Stratigraphic Implicit Modeling

    Geo3D-AI-CSU/AdaHRBF’s past year of commit activity
    MATLAB 0 MIT 0 0 0 Updated Oct 16, 2024
  • Bayesian-MCMC Public

    Bayesian-MCMC (Markov Chain Monte Carlo) Based Three-Dimensional Geological Model Optimization by Data and Knowledge Fusion

    Geo3D-AI-CSU/Bayesian-MCMC’s past year of commit activity
    Python 0 0 0 0 Updated Oct 15, 2024
  • MCS_GDM Public

    Uncertainty Evaluation of Soil Heavy Metal(loid) Pollution and Health Risk: A Geographic Detector with Monte Carlo Simulation

    Geo3D-AI-CSU/MCS_GDM’s past year of commit activity
    Python 0 0 0 0 Updated Oct 15, 2024
  • 3DCNN4MPM Public

    A lightweight convolutional neural network with end-to-end learning for three-dimensional mineral prospectivity modeling

    Geo3D-AI-CSU/3DCNN4MPM’s past year of commit activity
    Python 0 0 0 0 Updated Oct 15, 2024
  • 3DCNN4Litho Public

    Deep Subsurface Pseudo-Lithostratigraphic Modeling Based on Three-dimensional Convolutional Neural Network (3D CNN) Using Inversed Geophysical Properties and Shallow Subsurface Geological Model

    Geo3D-AI-CSU/3DCNN4Litho’s past year of commit activity
    Python 0 0 0 0 Updated Oct 15, 2024
  • GCN-LSTM Public

    A groundwater level spatiotemporal prediction model based on graph convolutional networks with a long short-term memory

    Geo3D-AI-CSU/GCN-LSTM’s past year of commit activity
    Python 0 GPL-3.0 0 0 0 Updated Oct 11, 2024

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