Determination of full pitch-angle distributions of solar energetic particle events using artificial intelligence

Akronym

AIPAD

Bidragets beskrivning

AIPAD is an exciting, cutting-edge project that merges spacecraft data with artificial intelligence (AI) to unlock the mysteries of solar energetic particle (SEP) events. These explosive solar eruptions accelerate high-energy particles that can disrupt GPS systems and pose serious risks to astronauts. While solar flares and shocks are known to drive these events, their relative contributions to SEP acceleration remain a puzzle. AIPAD tackles this by developing innovative AI algorithms to infer full SEP pitch-angle distributions (PADs) and predict energy spectra, revealing the underlying processes of SEP generation. This breakthrough approach will not only deepen our understanding of space weather but also transform future space weather prediction tools, advance instrument design, and enhance our ability to protect modern technology and human health in space.
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Startår

2025

Slutår

2029

Beviljade finansiering

Nina Gieseler Orcid -palvelun logo
448 307 €


Rollen i Finlands Akademis konsortium

Övriga parter i konsortiet

Partner
Åbo universitet (369549)
404 929 €

Finansiär

Finlands Akademi

Typ av finansiering

Akademiprojekt

Beslutfattare

Forskningsrådet för naturvetenskap och teknik
12.06.2025

Övriga uppgifter

Finansieringsbeslutets nummer

368509

Vetenskapsområden

Fysik

Forskningsområden

Fysiikka