Technical Issues - Will AI Eliminate the Need for Optical Coating Engineers?
Response: An antireflection coating can be designed
using thin film interference. One common method is to use a
multilayer stack of alternating layers of high and low
refractive index materials.
This coating design will have high transmittance and low reflectance in the visible range of 450 to 750 nm wavelength. However, the thickness and material properties are dependent on the specific application and may require further optimization. Si index is about 3.4 at 2 µm, not in the visible, but we'll use the fake news value anyway. ChatGPT's 10 layer design is #1 in the graph below. DLS optimization gives curve #2. Noting that ChatGPT gave an excellent result at one wavelength, perhaps in the range was interpreted as somewhere in the range? ChatGPT + DLS: 73.26H 84.36L 51.35H 34.15L 68.15H 38.08L 56.5H 20.38L 17.35H 94.26L Clicking Regenerate response gives a completely different answer: Response: An antireflection
coating for a silicon substrate in the visible range (450 to 750
nm) can be designed using a stack of alternating layers of the
two thin film materials, with indices of refraction of 2.02 and
1.46. A common design is the "two-layer quarter-wave stack," in
which the thickness of each layer is a quarter of the wavelength
of the light being reflected. This design can be used with two
to ten layers.
This design is known to provide good antireflection properties in the visible range, with low reflectivity and high transmission. However, the exact thickness of the layers may need to be optimized for the specific application and substrate, as well as taking into account other factors such as the properties of the materials and the manufacturing process. While better (#4 in the above graph) than
the 10 layer solution, note the phrase
may need to be optimized. DLS optimization gives #5.
It seems to us that optical coating engineers need not worry (yet) about being replaced by AI. ChatGPT should have responded with a message like "This is beyond ChatGPT's capability. Please consider Ron Willey's Practical Design of Optical Thin Films ZOOM course." |
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Last updated on
February 08, 2023