TCN+TCAN ensemble for autonomous CME detection using Aditya-L1 ASPEX-SWIS plasma data. Blind test: P(CME)=0.87 on May 2026 event.
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Updated
Aug 22, 2026 - Python
TCN+TCAN ensemble for autonomous CME detection using Aditya-L1 ASPEX-SWIS plasma data. Blind test: P(CME)=0.87 on May 2026 event.
PatchTransformer CME detector for Aditya-L1 MAG magnetometer data — 9 physics-informed features, XGBoost/LightGBM baselines
3D MHD simulations of successive interacting coronal mass ejections using PLUTO. Published in ApJ (Koehn et al. 2022)
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