Capstone Research Project: Physical Property Inference with Multi modal Analysis of Astronomical Data
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Aug 25, 2025 - Python
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astroclip
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Cross-modal representation learning on the Multimodal Universe (MMU).
machine-learning computer-vision deep-learning astronomy pytorch astrophysics galaxies representation-learning clip spectroscopy hats lsdb desi multimodal-learning cross-modal-retrieval contrastive-learning redshift-estimation astroclip galaxy-spectra multimodal-universe
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Aug 13, 2026 - Python
Self-supervised ML on a VLT/MUSE cube of the irradiated Herbig–Haro jet HH399 — recovering the jet/diffuse boundary from 96k unlabelled spectra with contrastive, zero-shot, and AION-1-inspired transformer models
python data-science machine-learning deep-learning encoder numpy transformers cnn pandas pytorch muse matplotlib clip kmeans-clustering eso aion astroclip
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Aug 13, 2026 - Jupyter Notebook
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