Geo3D+AI@CSU
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17 repositories
Geo-MAG
PublicGeo-MAG: A Knowledge Graph (KG)-Enhanced Multimodal Retrieval-Augmented Generation (RAG) Framework for Geological Map UnderstandingDual-GNN
PublicDual-Task Graph Neural Networks for Integrated Three-Dimensional (3D) Lithostratigraphic Classification and Implicit InterpolationGeo-SAN
PublicThree-Dimensional Geological Modeling based on Dual-Task Geological-Aware Attention NetworksHGT-Transformer
PublicA Dual-Transformer Network for Spatiotemporal Modeling of Carbon Dioxide Column Concentration (XCO2) Based on Dynamic Heterogeneous GraphsKG-RAG
PublicKnowledge Graph and Question-Answering Model for Geological Prospecting Empowered by Large Language ModelsReptile_CRUNet_plusplus
PublicA recurrent neural network surrogate model with few-shot learning strategy for CO2 storage in deep subsurface saline aquiferCBigData
PublicSTV-MNet
PublicSTV-MNet: Locating and profiling city street trees using Baidu street view images for carbon storage evaluationML4LSM
PublicStacking ensemble of machine learning methods for landslide susceptibility mapping in Zhangjiajie City, Hunan Province, ChinaCNN4LSM
PublicMulti-scale convolutional neural networks (CNNs) for landslide inventory mapping from remote sensing imagery and landslide susceptibility mapping (LSM)AdaHRBF
PublicGradient-Adaptive Hermite-Birkhoff Radial Basis Function Interpolants for Three-dimensional Stratigraphic Implicit ModelingBayesian-MCMC
PublicBayesian-MCMC (Markov Chain Monte Carlo) Based Three-Dimensional Geological Model Optimization by Data and Knowledge FusionMCS_GDM
PublicUncertainty Evaluation of Soil Heavy Metal(loid) Pollution and Health Risk: A Geographic Detector with Monte Carlo Simulation3DCNN4MPM
PublicA lightweight convolutional neural network with end-to-end learning for three-dimensional mineral prospectivity modeling3DCNN4Litho
PublicDeep Subsurface Pseudo-Lithostratigraphic Modeling Based on Three-dimensional Convolutional Neural Network (3D CNN) Using Inversed Geophysical Properties and Sh…Co-RBF
PublicThree-Dimensional Stratigraphic and Attributive Collaborative Modeling in Urban Engineering ConstructionGCN-LSTM
PublicA groundwater level spatiotemporal prediction model based on graph convolutional networks with a long short-term memory