Beyond the Horizon: GPU-accelerated plasma simulations and machine-learning analysis of accretion flows

Akronym

OVERFLOW

Bidragets beskrivning

Black holes are bright sources of X-rays. The detected radiation originates from hot gas slowly spiraling into the black hole. However, we do not know what plasma energization mechanism heats the plasma to such a high temperature. In this project, we will use novel radiative plasma simulations to model this process. We will then validate these artificial simulation outputs against real X-ray observations using machine-learning-accelerated data analysis tools. The results help us better understand how matter behaves in extreme conditions close to black hole event horizons.
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Startår

2026

Slutår

2028

Beviljade finansiering

Joonas Nättilä Orcid -palvelun logo
196 016 €



Rollen i Finlands Akademis konsortium

Ledare

Övriga parter i konsortiet

Partner
CSC – IT Center for Science (372880)
168 565 €
Partner
Åbo universitet (372881)
163 783 €

Finansiär

Finlands Akademi

Typ av finansiering

Akademiprojekt med särskild inriktning

Beslutfattare

Suomen akatemian muu päättäjä
16.12.2025

Övriga uppgifter

Finansieringsbeslutets nummer

372879

Vetenskapsområden

Rymdvetenskap och astronomi

Forskningsområden

Tähtitiede

Identifierade teman

space, physics