In the originally published article,1 an important reference was inadvertently omitted from the final version of the paper. The missing reference is as follows: D. A. Kaltsas and G. N. Throumoulopoulos, “Neural network tokamak equilibria with incompressible flows,” Phys. Plasmas 29(2), 022506 (2022). https://doi.org/10.1063/5.0073033. This prior work offers readers relevant background to our work's context and development with the resurgence of interest in neural network surrogates for MHD equilibria.

1.
B.
Jang
,
A. A.
Kaptanoglu
,
R.
Gaur
,
S.
Pan
,
M.
Landreman
, and
W.
Dorland
, “
Grad–Shafraov equilibria via data-free physics informed neural networks
,”
Phys. Plasmas
31
(
3
),
032510
(
2024
).