A fast transfer matrix method written in jax for modelling optical multilayer thin films
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Updated
Oct 16, 2026 - Jupyter Notebook
A fast transfer matrix method written in jax for modelling optical multilayer thin films
katmer is a powerful library for optimizing the design of optical thin films using automatic differentiation via JAX and Equinox, enabling efficient and accurate inverse design solutions.
ANSYS(TM) FEM: #multiphysics #simulation of #MEMS-sensors based on #silicon with #piezoelectric thin-film layers and etched #quartz crystals
General 4×4 transfer-matrix method (TMM) for optical simulations of isotropic and anisotropic multilayer structures. C++ core with Python bindings.
Python and MATLAB versions of a simple module to generate 3D reciprocal space maps.
SCAPS-1D simulation of a lead-free FTO/ZnSe/CdTe/Cs2BiAgI6/Ni thin-film solar cell | ten ETLs and nine back contacts screened | 27.99% simulated PCE | figures regenerated from raw exports | Best Poster ACC 2024, 2 granted patents
Software for processing data from nanoindentation experiments
Workshop given in graduate-level thin film coatings course in ITU
Windows desktop app for thin-film thickness and optical-constants (n,k) estimation from transmission spectra.
Local workbench for thin-film process recipes, 3D device geometry and silicon equilibrium, with a Quantum ESPRESSO workspace.
Tetsuhiro OZ(Optics-Zero):零依赖 Go 光学模拟器——几何/薄膜/波动/量子一体化,内置 Web GUI、示例库与验证套件
This project aims to construct a curated dataset from the publicly available High Throughput Experimental Materials Database (HTEM DB) and to train a neural network on that dataset to predict thin-film thickness.
从反射光谱反推多层光学薄膜厚度,并从生产记录里找出系统性偏差规律 · Infer multilayer thin-film thickness from reflectance spectra (single-file, offline)
This is an open-source SCAPS-1D material parameter database containing 85 semiconductor layers spanning across Absorbers, Buffers, ETLs, TCOs, and HTLs.
Interactive TOF-SIMS mass spectrum and depth profile analysis tool built with Streamlit and Plotly
Structural color physics — thin-film interference, iridescence, diffraction, biological specimens, GLSL shader guide
Transfer Matrix Method simulator and optimizer for multilayer optical thin films.
Geomimetic Photonics: synthetic labradorescence for structural colour
Tutorials and reproducedcase studies for thin-film optical simulation software Dreapex TMM.
Te/GeTe ALD 공정 XRF 워크북 → 레시피 파싱 · 두께 모델 적합 · 단일 HTML 대시보드. 실행 바이너리에서 복구한 저장소.
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