Inverse design of inflatable membranes via machine learning

Realizing an inverse design algorithm for optomechanical crystal nanobeam cavities.

Code for "Evolving Programmable Computational Metamaterials", Parsa et al., GECCO 2022

Program for machine learning inverse design of electronic spectra to structure of DHICA-melanin

Custom types for topology optimization

RL guides generator with physics informed, this is the newest extended version of disordered waveguide inverse design

The code for the work presented in the research paper titled "Nanophotonic Structure Inverse Design for Switching Application Using Deep Learning"

Exposing Algorithmic Bias with Canonical Sets

OM-Diff: Inverse-design of organometallic catalysts with guided equivariant denoising diffusion

BC-Design: A Biochemistry-Aware Framework for High-Precision Inverse Protein Folding

[Siggraph Asia 2024] Optimized shock-protecting microstructures

Algorithms for inverse design

The code for the work presented in the research paper titled "Inverse Design of Octagonal Plasmonic Structure for Switching Using Deep Learning"

Code for "Universal Mechanical Polycomputation in Granular Matter", Parsa et al., GECCO 2023

A Generic Framework for Optical Inverse Design

Inverse design of Plasmonic Metasurfaces with Bidirectional Adversarial AutoEncoder

Co-Optimization of Composition in CrabNet

Simulation and Optimization Library for Integrated Optics in Julia.

The code for the work presented in the research paper titled "***"