Magnetic flux profile prediction on D3D-ITER (test)

1.25Relative L2 Error

MIONet

Updated 1mo ago

Evaluation Results

Method	Links
MIONet 2026.06		1.25
Wavelet Neural Operator 2026.06		1.46
NOMAD 2026.06		2.08
Fourier Neural Operator 2026.06		2.36
MIONet 2026.06		3.26
Wavelet Neural Operator 2026.06		3.58
Fourier Neural Operator 2026.06		4.2
Wavelet Neural Operator 2026.06		6.73
NOMAD 2026.06		7.23
Spatio-Spectral Graph Neural Operator 2026.06		10.37
Fourier Neural Operator 2026.06		13.89
MIONet 2026.06		15.87
Spatio-Spectral Graph Neural Operator 2026.06		19.34
NOMAD 2026.06		20.49
MIONet 2026.06		28.43
NOMAD 2026.06		29.14
Fourier Neural Operator 2026.06		29.26
Wavelet Neural Operator 2026.06		31.49
Spatio-Spectral Graph Neural Operator 2026.06		33.52
MIONet 2026.06		36.78
Fourier Neural Operator 2026.06		42.5
MIONet 2026.06		43
Fourier Neural Operator 2026.06		48.24
Fourier Neural Operator 2026.06		49.64
MIONet 2026.06		50.64
Wavelet Neural Operator 2026.06		51.58
NOMAD 2026.06		51.81
NOMAD 2026.06		57.71
Wavelet Neural Operator 2026.06		64.43
NOMAD 2026.06		66.39
Spatio-Spectral Graph Neural Operator 2026.06		66.47
Fourier Neural Operator 2026.06		66.55
Spatio-Spectral Graph Neural Operator 2026.06		69.31
Wavelet Neural Operator 2026.06		69.4
MIONet 2026.06		110.19
Spatio-Spectral Graph Neural Operator 2026.06		128.2
Spatio-Spectral Graph Neural Operator 2026.06		149.06
NOMAD 2026.06		197.66
Spatio-Spectral Graph Neural Operator 2026.06		199.16
Fourier Neural Operator 2026.06		282.12
Wavelet Neural Operator 2026.06		285.61
Wavelet Neural Operator 2026.06		364.64
Spatio-Spectral Graph Neural Operator 2026.06		417.49
MIONet 2026.06		485.22
NOMAD 2026.06		925.4