Page • The Cosmic Collaboratory is as an effort to establish a community of practitioners in the niche of Machine Learning (ML) for Space Domain Awareness (SDA). While some models are available as completely open-source software, others have more restricted access (e.g. USG-only), and may not be suited for an open-source platform...
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Page • General Questions Please contact us at: wg-cosmic-collaboratory@sandia.gov Once a submission is received we will respond and begin the process of adding your model to the Cosmic Collaboratory!
Fullres IQR Low SNR
Post, August 14, 2025 • Fullres model trained with IQR rolloff on Low SNR data, featured in "Backbone Architecture for SDA" AMOS 2024. Access the model and artifacts in Inteldocs Reference
Models
Page • Want to submit a model? Get started here
ResNet IQR Low SNR
Post, August 14, 2025 • Residual Network trained on low SNR data with IQR rolloff. Access the model and artifacts in Inteldocs Reference
Swin IQR Low SNR
Post, August 21, 2025 • Shifted Window Transformer trained on low SNR data with IQR rolloff. Access the model and artifacts in Inteldocs Reference
U-Net IQR Low SNR
Post, August 14, 2025 • High resolution U-Net trained on low SNR data with IQR rolloff. Access the model and artifacts in Inteldocs Reference
ViT IQR Low SNR
Post, August 21, 2025 • Vision Transformer trained on low SNR data with IQR rolloff. Access the model and artifacts in Inteldocs Reference
Welcome to the Cosmic Collaboratory:
Page • Cosmic Collaboratory Want to submit a model? Get started here About the Collaboratory The Cosmic Collaboratory is an effort to establish a community of practitioners in the niche of Machine Learning (ML) for Space Domain Awareness (SDA). While some models are available as completely open-source software, others have more restricted...
XCiT IQR Low SNR
Post, August 21, 2025 • XCiT (Cross-Covariance Image Transformer) trained on Low SNR data with IQR rolloff. Access the model and artifacts in Inteldocs Reference