National Academy of Sciences
Proceedings of the National Academy of Sciences, Volume 122, Issue 11, March 2025.
SignificanceIt is generally believed that nonlinear Landau damping can only be captured by kinetic plasma models evolving phase space dynamics. Yet, these models are notably computation-intensive, creating a significant challenge for scaling both in space …
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Machine-learning heat flux closure for multi-moment fluid modeling of nonlinear Landau damping
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Proceedings of the National Academy of Sciences, Volume 122, Issue 11, March 2025. SignificanceIt is generally believed that nonlinear Landau damping can only be captured by kinetic plasma models evolving phase space dynamics. Yet, these models are notably computation-intensive, creating a significant challenge for scaling both in space …
