NR-2layers-basic-v1 / README.md
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metadata
license: gpl-3.0
language:
  - en
tags:
  - science
  - physics
metadata:
  parameterization: slab
  number_of_layers: 2
  param_ranges:
    thicknesses:
      - 1
      - 1500
    roughnesses:
      - 0
      - 60
    slds:
      - -8
      - 16
    r_scale:
      - 0.9
      - 1.1
    log10_background:
      - -10
      - -4
  bound_width_ranges:
    thicknesses:
      - 0.01
      - 1500
    roughnesses:
      - 0.01
      - 60
    slds:
      - 0.01
      - 5
    r_scale:
      - 0.001
      - 0.2
    log10_background:
      - 0.01
      - 6
  shift_param_config:
    r_scale: true
    log10_background: true

Model Card for neutrons-2layers-basic-v1

Summary

This is a trained neutron reflectometry (NR) model designed for use with the reflectorch package.


Specifications

  • Number of layers: 2 (excluding fronting and backing media; ordered from frontingbacking)
  • Maximum q-range: [0.05, 0.4]

Parameter Types and Ranges

Parameter Range Units
Thicknesses [1.0, 1500.0] Å
Roughnesses [0.0, 60.0] Å
Nuclear SLDs [-8.0, 16.0] 10⁻⁶ Å⁻²
Intensity scaling [0.9, 1.1] multiplicative factor
Background (log₁₀) [-10.0, -4.0] dimensionless

Notes on Usage

  • For inference, prior bounds on SLDs should not exceed a width of 5 Å.

License

This model is distributed under the GPL-3.0 license.