PyRank
  • Insights
  • PyPI
  • GitHub
  • Search
  • Compare
  • Advisories
  • Ecosystem
  • About

Inverse Design Python Packages

Python packages with the GitHub topic inverse-design. Sorted by relevance, with stars and monthly downloads.
Hideousmon
splayout

Silicon Photonics Design Tools for GDSII Files.

3K 69 16
MatthewFilipovich
torchoptics

Differentiable wave optics simulation library built on PyTorch

2K 131 19
singer-yang
difftmm

Differentiable Transfer-Matrix Method thin film solver.

1K 6 1
liugangcode
torch-molecule

Deep learning packages for molecular discovery with a simple sklearn-style interface

915 319 39
QuentinWach
beamz

GPU-accelerated electromagnetic FDTD simulations for compact modeling and inverse design / gradient-based optimization of nanophotonic devices with Python.

889 36 6
MatthewFilipovich
pycharge

Python library for differentiable electrodynamics simulations with jax.

262 83 39
Integrated-Intelligence-Lab
canonical-sets

Exposing Algorithmic Bias with Canonical Sets.

223 6 1
drcassar
glas

Python module for solving the inverse design of materials

136 6 2
bmdaj
mst-topopt

Topology optimization (TopOpt) framework based on the Maxwell stress tensor (MST) formalism to optimize for optical force-dependent figures of merit.

136 4 0
bahremsd
katmer

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.

78 11 3
    • Data from PyPI, GitHub, ClickHouse, and BigQuery