High-recall solar flare early warning system using GOES X-ray data, trained on PARAM Utkarsh HPC and deployed with Streamlit.
A verifiable research platform for the Aditya-L1 SoLEXS and HEL1OS solar X-ray archive, publishing digest-addressed datasets, validation history, and reproducible flare-detection benchmarks.
A hybrid deep learning framework combining physics-informed neural networks (PINNs) with magnetohydrodynamic (MHD) constraints for operational solar flare forecasting.
Eduational project - Fluxgate Magnetometer system to monitor nTesla changes in the earth's field 24/7
Real-time space weather visualization using NASA DONKI APIs — monitor solar flares, CMEs, geomagnetic storms, and solar energetic particle events with Python.
Associated repository for the "Solar Flares: The Inevitable Threat & How to Prepare" 15 minute discourse podcast on YouTube!
Public solar time series data, solar flare data and solar radio data from South America instruments (POEMAS, SST)
Solar Flare classification and prediction using real NASA/NOAA data, combining time-series feature engineering and machine learning to model space weather events.
Educational, domain‑based solar physics repository combining Python examples with Julia models. Includes real GOES X‑ray, EUV, and magnetometer data to explore flare behavior, energy release, topology, and spiral‑time dynamics through clear theory, visuals, and reproducible tools.
Public solar time series data, solar flare data and solar radio data from South America instruments (POEMAS, SST)
Tail-aware JAX/Flax transformer for X-class solar flare forecasting from SHARP.
Nowcasting & forecasting of solar flares from ISRO Aditya-L1 (SoLEXS soft + HEL1OS hard X-rays), fused with 50+ global satellites for cross-validation & gap-filling. O(1) streaming detection (CUSUM + Poisson-FOCuS), Neupert-effect lead-time forecasting, offline dashboard, and a Cloudflare-edge real-time pipeline. ISRO BAH 2026 PS-15.
Weak-form physics-informed learning for noisy scientific image dynamics - Flare-PINN (solar) + FRAP (microscopy).
Public solar time series data, solar flare data and solar radio data from South America instruments (POEMAS, SST)
One-command SuperSID installer for Debian based Linux. Sets up the venv, picks your sound card and nearest VLF transmitters, and adds daily and hourly plots.
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