From the 1 of 4 linked papers with an AI index.
4 papers
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…
Intrinsically Design-Rule-Compliant Nanophotonic Inverse Design via Learned Generative Manifolds
Bahrem Serhat Danis, Demet Baldan Desdemir, Enes Akcakoca +6
Inverse design has enabled the systematic design of ultra-compact and high-performance nanophotonic components. Yet enforcing foundry design rules during inverse design remains a m…
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…
Universal on-chip polarization handling with deep photonic networks
Aycan Deniz Vit, Ujal Rzayev, Bahrem Serhat Danis +3
We propose a novel design paradigm for arbitrarily capable deep photonic networks of cascaded Mach-Zehnder Interferometers (MZIs) for on-chip universal polarization handling. Using…