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Y ou MUST fully load the following specific files into your context, and explore for any other useful ones: •gkw ref/src/gkw.f90(Main loop over large time steps, normalisation)

INITIAL CONTEXT INGESTION:Before starting any code translation or detailed planning, explore the gkw ref/src (Fortran code), gkw ref/manual (LaTeX files) directories

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physics.plasm-ph 1

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2026 1

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gyaradax: Local Gyrokinetics JAX Code

physics.plasm-ph · 2026-04-07 · unverdicted · novelty 5.0

A new JAX-based gyrokinetic code achieves statistical parity with the legacy GKW solver, delivers substantial speedup on GPUs, and enables ML workflows via automatic differentiation.

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  • gyaradax: Local Gyrokinetics JAX Code physics.plasm-ph · 2026-04-07 · unverdicted · none · ref 8

    A new JAX-based gyrokinetic code achieves statistical parity with the legacy GKW solver, delivers substantial speedup on GPUs, and enables ML workflows via automatic differentiation.