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Tools

Software tools and codebases

Software tools and codebases are documented when they support reproducible simulations, public code availability, or citable engineering artifacts for photonics research.

Showing 2 of 2 tools

20262 items

Major Design Kits

NanoPhotoNet-MPM: Physics-Informed Neural Surrogate for Inverse SPDC Design

Prerelease, 2026

A physics-informed neural surrogate framework combining an EigenmodeDeepONet transverse eigensolver, a deterministic physics conversion layer, and a CWE-PINN longitudinal propagator for inverse design of modal phase-matched biphoton quantum light sources in anisotropic monoclinic NbOCl2 waveguides.

Methods: Physics-informed neural networks (PINNs), DeepOperator Networks (DeepONet), coupled-wave equations, finite-difference eigenmode (FDE) solvers, genetic algorithm optimization, and joint spectral amplitude (JSA) analysis.

RepositoryDataset DOIModel DOICode DOI
Minor Design Kits

Ge-on-Si PIN Photodetector Design Kit

2026

A cascaded multiphysics simulation workflow for a waveguide-integrated Ge-on-Si vertical n-i-p photodiode targeting O-band intra-data-center optical links.

Methods: Finite-Difference Time-Domain (FDTD) optical absorption modeling, drift-diffusion electrical transport simulation, transit-time and RC bandwidth analysis, compact-model parameter extraction, system-level link simulation, and layout validation.

RepositoryDOI