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Joonas Nättilä

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Associate Professor

University of Helsinki

Finland

Research Interests

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Professors in Finland

About

Joonas Nättilä is an Associate Professor at the University of Helsinki, Finland. His research primarily focuses on machine learning applications in plasma turbulence, black hole accretion flows, and neutron star dynamics. He has contributed to recent advancements in the characterization of relativistic plasma phenomena and the analysis of atmospheres of exoplanets. Joonas aims to bridge theoretical and computational methods to enhance our understanding of complex astrophysical systems.

Recent Grants

Grant: Open

Illuminating neutron stars with radiative plasma physics

Open Date: 2024-05-01

Close Date: 2029-04-30

Articles (17)

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Collaborators (15)

James Cho

Professor

Brandeis University

UNITED STATES

Joonas Nättilä

Research Interests

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About

Recent Grants

Articles (17)

Studying the Mirror Acceleration via Kinetic Simulations of Relativistic Plasma Turbulence

Turbulence Mode Decomposition and Anisotropy in Magnetically Dominated Collisionless Plasmas

Statistics of Current and Vorticity Structures in Relativistic Turbulence

Machine Learning Characterization of Intermittency in Relativistic Pair Plasma Turbulence: Single and Double Sheet Structures

aweSOM: a CPU/GPU-accelerated Self-organizing Map and Statistically Combined Ensemble Framework for Machine-learning Clustering Analysis

Scale statistics of current sheets in relativistic collisionless plasma turbulence

Scale statistics of current sheets in relativistic collisionless plasma turbulence

Neutron Star Atmosphere–Ocean Dynamics

Is the Atmosphere of the Ultra-hot Jupiter WASP-121 b Variable?

Radiative plasma simulations of black hole accretion flow coronae in the hard and soft states

ARTPOL: Analytical ray-tracing method for spectro-polarimetric properties of accretion disks around Kerr black holes

New applications for the Boris Spectral Deferred Correction algorithm for plasma simulations

Strongly interacting matter exhibits deconfined behavior in massive neutron stars

Repeated Cyclogenesis on Hot-Exoplanet Atmospheres with Deep Heating

Relativistic Collisionless Shocks in Inhomogeneous Magnetized Plasmas

Multimessenger Constraints for Ultradense Matter

Runko: Modern multiphysics toolbox for plasma simulations

Collaborators (15)

James Cho

Tyler Daniel Gorda

Daniel Ruprecht

Ingo Waldmann

Elias Roland Most

Joonas Hirvonen

Vladislav Loktev

Ahmed Al-Refaie

Lorenzo Sironi

Jitse Niesen

Vasileios Paschalidis

Aleksi Vuorinen

Juri Poutanen

Quentin Changeat

Thomas Evans-Soma

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