Case Studies

Ultrathin Absorbing Interference Coatings

Reproduce the calculated reflectivity of thick Au coated with thin Ge films (5/10/15/20/25 nm) from Kats et al. (Nature Materials, 2013), Figure 2c, in Dreapex TMM.

This case targets a single, sharp claim from Kats et al.: a few nanometres of a strongly absorbing semiconductor on top of an optically thick metal mirror reshape the reflectance spectrum in a thickness-sensitive way. The paper backs this with a calculated reflectivity panel (Figure 2c) showing thick Au coated with 7, 10, 15, 20, 25 nm of Ge over the 400-850 nm window. That panel is the comparison target here. The Dreapex TMM run uses a uniform thickness sweep 5/10/15/20/25 nm (the engine's sweep widget only supports uniform from/to/step, so the paper's 7 nm trace is replaced by 5 nm); the dip-migration trend is preserved.

The structure is purely 1D and the observable is normal-incidence reflectance, so it sits squarely in the TMM solver's natural range. The decisive feature is not absolute curve overlap; it is whether the dip walks toward longer wavelengths in the same order as the paper.

Background

Conventional thin-film design assumes interference requires transparent or weakly absorbing layers. The Kats paper formalizes a different regime: a few to a few tens of nanometres of a highly absorbing film on a metal can produce non-trivial reflection-phase shifts at both interfaces, so an absorption resonance forms at thicknesses well below λ/(4n₂) instead of the textbook quarter-wave value.

The relevant observables are reflectance and the in-Ge absorption fraction. Both stay within 1D layered optics, which makes the case a clean TMM benchmark.

Paper Details

The full Figure 2 below provides context — panel a shows the n,k inputs, panel b the experimental reflection at 7° incidence, panel c the calculated reflection (the TMM-equivalent target), and panel d the absorbed fraction in the Ge layer.

Kats Fig. 2 — optical properties of the Ge/Au thin films. (a) n,k of Au and Ge; (b) measured reflectivity; (c) calculated reflectivity (TMM target); (d) Ge-layer absorption.Kats et al., Nature Materials 12, 20 (2013)

Mapping the Paper to the TMM Model

ItemImplementation in this caseNotes
Incidence mediumAirMatches the paper's air-side measurement geometry
Top layerGe, thickness swept over 5, 10, 15, 20, 25 nmUniform 5 nm step closest to the paper's 7/10/15/20/25 sequence (engine sweep is uniform-only)
Bottom layerAu, 150 nmPaper deposits Ge on a 150 nm e-beam Au layer; the layer is optically thick across the band
Transmission mediumAirThe 150 nm Au is opaque across the visible — through-substrate contribution is negligible (matches the paper's optically thick assumption)
Ge optical datamain/Ge/nk/Aspnes.ymlBuilt-in dataset; the paper instead uses VASE-extracted constants from its own deposited films
Au optical datamain/Au/nk/Johnson.ymlBuilt-in noble-metal dataset
Wavelength window400-824 nm, step 2 nmCapped at 824 nm because the Aspnes Ge dataset only covers up to 826.6 nm
Incidence anglePaper uses 7° unpolarized for both measurement and Fig. 2c calculation
PolarizationpRatio = 0.5 (unpolarized)Matches paper measurement and the unpolarized convention used in this case

The configuration file recipes/ultrathin-absorbing-coatings.json in this repository encodes the exact stack and sweep above, so the run is replayable end-to-end through the standard front end.

Reproduction Target and Acceptance Criteria

The reproduction is considered successful when:

  1. A clear reflectance dip walks from short wavelength (~500 nm for 5 nm Ge) toward long wavelength (beyond 800 nm for 25 nm Ge).
  2. Trace ordering follows Ge thickness monotonically across the visible band.
  3. All five curves stay reflection-dominated (no curve crashes to zero across the full band); the metal mirror remains the dominant boundary.
  4. The 10 nm trace shows a dip near 600-650 nm and the 15 nm trace near 700 nm, matching the Fig. 2c spectral positions.

Not required in this pass: exact dip-depth match, exact crossover wavelengths, or the experimental Fig. 2b agreement (which depends on the paper's own ellipsometry-extracted optical constants).

Modeling Path in Dreapex TMM

1. Structure setup

  1. In Structure, add a top Ge layer with thickness 15 nm (sweep handles the others).
  2. Set its material to main/Ge/nk/Aspnes.yml from the built-in database.
  3. Add an Au layer with thickness 150 nm, material main/Au/nk/Johnson.yml.
  4. Keep the transmission medium as Au-backing (semi-infinite) so transmission is suppressed.

2. Optics and sweep settings

  • Wavelength range: 400-824 nm, step 2 nm
  • Incidence angle:
  • Polarization: pRatio = 0.5 (unpolarized)
  • Detector: Reflectance
  • Sweep variable: top-layer thickness, from = 5, to = 25, step = 5 (values [5, 10, 15, 20, 25] nm)

Open the Footer diagnostics panel before running. Confirm Parameter validation passed so the sweep run can be compared against the paper figure.

Simulation Results and Comparison with Figure 2c

The Dreapex TMM result page is placed directly next to the paper panel. Both should show five reflectance traces ordered by Ge thickness.

Kats Fig. 2c — calculated reflectivity for thick Au coated with 7/10/15/20/25 nm Ge (paper).Kats et al., Nature Materials 12, 20 (2013) — Fig. 2c

Read the comparison along three axes:

  • Dip migration. The minimum should walk monotonically from blue toward red as Ge thickness grows from 7 nm to 25 nm, matching the paper's central design lever.
  • Reflection envelope. No trace should collapse below the Au baseline; the metal mirror keeps every curve reflection-dominated.
  • Short-wavelength shape. The thinnest two films (7 nm, 10 nm) should show a defined dip inside 500-600 nm, then climb back at long wavelengths.

For application-facing interpretation, the same stack can also be inspected through Reflection Color. The thickness-driven spectral shift translates into a visually consistent color sequence:

Deviation Analysis

Expected deviations from the paper panel:

  1. The TMM run uses Ge thicknesses [5, 10, 15, 20, 25] nm instead of the paper's [7, 10, 15, 20, 25] nm, because the engine's sweep widget supports only uniform from/to/step. The 5 nm curve replaces the paper's 7 nm curve and shows a slightly bluer dip — the dip-migration trend is identical.
  2. Wavelength is capped at 824 nm instead of the paper's 850 nm because the built-in Aspnes Ge dataset only covers 206.6-826.6 nm. The reflection trends in the missing 826-850 nm window are continuous extensions of the visible curves.
  3. This case uses the built-in Aspnes Ge dataset, while the paper uses VASE-extracted optical constants from its own e-beam-evaporated films. Absolute dip depth and exact crossover wavelength can therefore shift.
  4. This case uses the built-in Johnson Au dataset; substituting Rakic-BB Au will redistribute the interface phase and slightly relocate the dips.
  5. Transmission medium is Air; the 150 nm Au is opaque enough across the visible that this is equivalent to the paper's optically thick assumption.
  6. The model does not include surface roughness, native oxide on Ge, or Au-Ge interfacial reactions.

These factors affect line shape, not the central conclusion: the thickness-driven dip migration survives unchanged.

Further Extensions

  1. Sweep Ge thickness in 1 nm increments inside 5-20 nm to map the most sensitive region for color design.
  2. Add an Absorptance detector and verify that >80% of incident light is absorbed inside the 15 nm Ge layer near 670 nm (Kats Fig. 2d claim).
  3. Compare Aspnes Ge with another mid-visible Ge dataset to quantify the dip-depth uncertainty driven by optical-constant choice.
  4. Repeat the sweep at 30° and 60° and compare the angular maps against Figure 3a-d.
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