Neutron Diffraction
neutron_diffraction
Scientific Instrumentation
Neutron
Forward-Model Signal Chain
Each primitive represents a physical operation in the measurement process. Arrows show signal flow left to right.
Spec Notation
R → S → D
Benchmark Variants & Leaderboards
Neutron Diffraction
Neutron Diffraction
Spec Notation
R → S → D
Standard Leaderboard (Top 10)
| # | Method | Score | PSNR (dB) | SSIM | Trust | Source |
|---|---|---|---|---|---|---|
| 🥇 | DiffFormer | 0.749 | 32.5 | 0.915 | ✓ Certified | Diffraction transformer, 2024 |
| 🥈 | NeutronNet | 0.698 | 30.5 | 0.880 | ✓ Certified | Neutron diffraction DL, 2023 |
| 🥉 | Le Bail Fit | 0.572 | 26.5 | 0.760 | ✓ Certified | Le Bail et al., 1988 |
| 4 | Rietveld-GSAS | 0.453 | 23.0 | 0.640 | ✓ Certified | Rietveld, 1969 |
Mismatch Parameters (4) click to expand
| Name | Symbol | Description | Nominal | Perturbed |
|---|---|---|---|---|
| wavelength_calibration | w_c | Wavelength calibration (-) | 0.0 | 0.02 |
| absorption_correction | a_c | Absorption correction (-) | 0.0 | 2.0 |
| texture/preferred_orientation | t_o | Texture/preferred orientation (-) | 0.0 | 4.0 |
| tof_frame_overlap | t_f | TOF frame overlap (-) | 0.0 | 1.0 |