Popular GitHub Repositories for Geoscience

A curated list of resources focused on Machine Learning in Geospatial Data Science.

List of resources for mineral exploration and machine learning, generally with useful code and examples.

Code and datasets for paper "K2: A Foundation Language Model for Geoscience Knowledge Understanding and Utilization" in WSDM-2024

[ICLR'25] ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery

This code is for the paper "Local Window Attention Transformer for Polarimetric SAR Image Classification" that is published in the IEEE Geoscience and Remote Sensing Letters journal.

Pre-trained Language Model for Scientific Text

Open-source codes and annotated datasets in CVEO recent work "Object-based Classification Framework of Remote Sensing Images with Graph Convolutional Networks" on IEEE Geoscience and Remote Sensing Letters.

Common Framework for Inference

Fluid flow simulator using MFEM and multiscale space-time sub-domains.