What risk exists for a computational astrophysicist who lacks deep mathematical intuition?

Answer

They may be unable to recognize when the simulation results are physically nonsensical.

Even when using numerical simulations, a deep familiarity with the governing equations is required to provide the mathematical intuition needed to check and debug results against expected physical bounds.

What risk exists for a computational astrophysicist who lacks deep mathematical intuition?

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Does Astronomy Require Math? - Physics Frontier

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