Comprehensive optical design, optimization, and analysis in Python, including GPU-accelerated and differentiable ray tracing via PyTorch.

Polarization image analysis tool. Demosaicing, Stokes vector, Mueller matrix.

Proton Exchange Membrane (PEM) Fuel Cell Dataset

Monte Carlo and Molecular Dynamics Simulation Package

Official Pytorch implementation of PANDORA: Polarization-Aided Neural Decomposition of Radiance

XLuminA, a highly-efficient, auto-differentiating discovery framework for super-resolution microscopy.

3D Monte Carlo radiative transfer code

pySCATMECH is a Python interface to SCATMECH: Polarized Light Scattering C++ Class Library

Wave optical models and inverse algorithms for label-agnostic imaging of density & orientation.

Allegro-pol extends the Allegro architecture to model the electric response of materials

Training for multi-modal image fusion with PyTorch.

3D virtual staining with 2D and 2.5D U-Nets

SCATMECH: Polarized light scattering C++ class library

CVPR 2024: Robust Depth Enhancement via Polarization Prompt Fusion Tuning

Pynkowski is a Python package to compute Minkowski Functionals, as well as their expected values for different fields.

This collection of codes can be used for extracting features from continuous seismic signals for different machine learning tasks.

Single DBFC Dataset

A design specification for attaching representative public opinion data to viral social media posts — correcting the gap between what people think and what they think others think.

PySM: Software for simulating the Galactic microwave sky

Functions for analysis of high resolution electron microscopy and spectroscopy data.