Seismic Tomography

seismic_tomo Experimental Science Seismic

Forward-Model Signal Chain

Each primitive represents a physical operation in the measurement process. Arrows show signal flow left to right.

Spec Notation

P → D

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Spec Notation

P → D

#	Method	Score	PSNR (dB)	SSIM	Trust	Source
🥇	Domain-Adapted-CNN	0.792	33.73	0.959	✓ Certified	Domain adaptation CNN
🥈	SwinIR	0.789	34.1	0.942	✓ Certified	Liang et al., ICCVW 2021
🥉	DiffusionExperimental	0.787	33.51	0.957	✓ Certified	Zhang et al., 2024
4	ScoreExperimental	0.785	33.42	0.956	✓ Certified	Wei et al., 2025
5	ExpFormer	0.768	32.6	0.949	✓ Certified	Experimental science transformer, 2024
6	ResUNet	0.751	32.6	0.915	✓ Certified	Residual U-Net baseline
7	PnP-ADMM	0.653	27.86	0.878	✓ Certified	ADMM + denoiser prior
8	PnP-RED	0.649	28.9	0.835	✓ Certified	Romano et al., IEEE TIP 2017
9	Matched Filter	0.618	26.62	0.849	✓ Certified	Optimal linear filter
10	Wiener Filter	0.615	26.5	0.846	✓ Certified	Wiener filtering baseline

Showing top 10 of 11 methods. View all →

Mismatch Parameters (4) click to expand

Name	Symbol	Description	Nominal	Perturbed
velocity_model_error	v_m	Velocity model error (m/s)	5000.0	5100.0
source_location_error	s_l	Source location error (m)	0.0	10.0
receiver_coupling	r_c	Receiver coupling (-)	1.0	1.03
timing_error	t_e	Timing error (s)	0.0	0.0004