Realizing an inverse design algorithm for optomechanical crystal nanobeam cavities.
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Updated
May 20, 2023 - Jupyter Notebook
Realizing an inverse design algorithm for optomechanical crystal nanobeam cavities.
Code for "Evolving Programmable Computational Metamaterials", Parsa et al., GECCO 2022
Data and Codes for Experimentally Validated Inverse design of Multi-Property Fe-Co-Ni alloys
The code for the work presented in the research paper titled "Nanophotonic Structure Inverse Design for Switching Application Using Deep Learning"
Program for machine learning inverse design of electronic spectra to structure of DHICA-melanin
The code for the work presented in the research paper titled "Inverse Design of Octagonal Plasmonic Structure for Switching Using Deep Learning"
OM-Diff: Inverse-design of organometallic catalysts with guided equivariant denoising diffusion
RL guides generator with physics informed, this is the newest extended version of disordered waveguide inverse design
Code for "Universal Mechanical Polycomputation in Granular Matter", Parsa et al., GECCO 2023
Package for generating and inverse-designing 2D lattice materials. Represents lattices as heterogeneous graphs and utilizes message passing, automatic differentiation and surrogate gradients for the inverse design.
Custom types for topology optimization
Inverse design of Plasmonic Metasurfaces with Bidirectional Adversarial AutoEncoder
Find optimal input of machine learning model.
Co-Optimization of Composition in CrabNet
Inverse design of inflatable membranes via machine learning
The code for the work presented in the research paper titled "***"
Algorithms for inverse design
Mapping properties to molecules in QM7-X
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