data-driven modeling 1effective optical constants 1hybrid thin films 1inverse engineering 1photochromic materials 1
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physics.comp-ph2026
Inverse Engineering of Optical Constants in Photochromic Micron-Scale Hybrid Films
Bahrem Serhat Danis, Amin Tabatabaei Mohseni, Smagul Karazhanov +1
The paper presents a data‑driven method to infer effective optical constants of micron‑scale photochromic hybrid films from simple transmittance measurements, enabling accurate mod…
physics.comp-ph2025
TMMax: High-performance modeling of multilayer thin-film structures using transfer matrix method with JAX
Bahrem Serhat Danis, Esra Zayim
Optical multilayer thin-films are fundamental components that enable the precise control of reflectance, transmittance, and phase shift in the design of photonic systems. Rapid and…