WSA+ brings two major impacts:
1️⃣ Major improvement (40%) to the traditional WSA solar wind relation.
2️⃣ A novel approach for using AI to enhance or replace empirical relations in an interpretable and reproducible manner.
#SolarWind #SpaceWeather #AI4Science
11.11.2025 17:52 — 👍 0 🔁 0 💬 0 📌 0
Neural Enhancement of the Traditional Wang–Sheeley–Arge Solar Wind Relation - IOPscience
Neural Enhancement of the Traditional Wang–Sheeley–Arge Solar Wind Relation, Mayank, Prateek, Camporeale, Enrico, Shrivastav, Arpit K., Berger, Thomas E., Arge, Charles N.
📜 Paper Alert!
Our work on WSA+ has now been published in The Astrophysical Journal Letters: doi.org/10.3847/2041...
WSA+ Python package: pip install wsaplus.
All the codes and datasets are available at zenodo.org/records/1730....
@ucar-cpaess.bsky.social @spaceweathertrec.bsky.social
11.11.2025 17:52 — 👍 0 🔁 0 💬 1 📌 0
Space & Astrophysical Plasmas research group at Queen Mary University of London. Part of the Astronomy Unit, Department of Physics and Astronomy, @qmulspcs.bsky.social, @qmulse.bsky.social, @qmul.ac.uk.
https://www.space-plasma.qmul.ac.uk/space-plasma/
Living Reviews in Solar Physics publish regularly updated open-access reviews. Its companion journal Solar Physics primarily original work. By @SpringerNature.com
solar physicist, early career research scientist, heliophysics community manager, STEM policy advocate, outreach coordinator, education enthusiast, avid mentor AND mentee, neurospicy woman in STEM, activist, humanist
The mission of the American Astronomical Society is to enhance and share humanity’s scientific understanding of the universe as a diverse and inclusive astronomical community.
aas.org
Solar Physicist at the Center for Astrophysics | Harvard & Smithsonian.
Solar Physicist, from N. Ireland, working and living in Switzerland.
Space Scientist, STFC Ermest Rutherford Fellow and Vice-Chancellor's Fellow @ Northumbria University.
stephyardley.com
Astro | Helio | Space Weather | ML
Science Director, Space & Astronomy @CSIRO; OMO
☀️ Heliophysicist and Space Weather Scientist
📍 San Diego, California
💻 https://www.predsci.com/~epalmerio
Reader in Space Plasma Physics at @qmspaceplasma.bsky.social @qmul.ac.uk ∙ UKRI Future Leaders Fellow @ukri.org #UKRIFLF ∙ NASA #ParkerSolarProbe science team
https://www.qmul.ac.uk/spcs/staff/academics/profiles/christopherchen.html
Astrophysicist, Assistant Professor @IITKanpur
Previously @University of Vienna, Leiden Observatory and Trinity College Dublin
Working on atmospheric escape, exoplanetary magnetic field, star-planet interaction & Sun
Web: https://gopalhazra.github.io/
SolarHam.com is a space weather website launched in 2006 dedicated to providing the latest information about the Sun, including sunspots, solar flares and coronal mass ejections.
Heliophysicist | Head, Austrian Space Weather Office @aswogeosphere.bsky.social | GeoSphere Austria https://geosphere.at/en/topics/disaster-protection/space-weather |☀️💥💨🌍 | erc.europa.eu HELIO4CAST | http://helioforecast.space | he / him
Space physicist doing a poor impersonation of a meteorologist at the University of Reading.
https://mathewjowens.github.io/
Dad, mountaineer, heliophysicist. I lead the PUNCH space mission and direct a team at SwRI. I like science, space, communication, humans, dogs, horses, puns. Lowering barriers and promoting open science are priorities. My personal account; my opinions.
Four spacecraft, one instrument … imaging almost nothing at all.
PUNCH is a polarizing wide-field imager, distributed across four
orbiting spacecraft, to track space weather (and solar wind) across
the heliosphere. (Non-NASA account for the mission team).
Inventing the next generation of space weather prediction at the
GeoSphere Austria. | ☀️ @erc.europa.eu HELIO4CAST | funded by @fwf-at.bsky.social | https://helioforecast.space | https://geosphere.at/en/topics/disaster-protection/space-weather
Space Weather Technology, Research, and Education Center at the University of Colorado Boulder
