NIDN
Nanostructure designer
An open-source software project that enables the inverse design of nanostructures using neural networks.
Neural Inverse Design of Nanostructures
39 stars
4 watching
6 forks
Language: Jupyter Notebook
last commit: almost 3 years agoLinked from 1 awesome list
joamatab/awesome_photonicsRelated projects:
| Repository | Description | Stars |
|---|---|---|
 joeddav/devol | An evolutionary algorithm for designing neural networks in Keras | 951 |
 aspirincode/papers-for-molecular-design-using-dl | An open-source resource gathering papers and information on using Generative AI and Deep Learning for molecular design and material design | 698 |
 sebastianjiroschlecht/fdntoolbox | A toolbox for designing and analyzing Feedback Delay Networks (FDNs) using MATLAB. | 61 |
 cea-list/n2d2 | A CAD framework for designing and simulating Deep Neural Networks on embedded platforms | 148 |
 atomistic-machine-learning/schnetpack | A toolbox for training and applying deep neural networks to predict atomistic properties of molecules and materials | 795 |
 sinkingsugar/nimtorch | A Nim frontend for PyTorch, generating native ATen code for machine learning and artificial neural networks | 464 |
 choderalab/perses | An open-source software project exploring chemical space through advanced simulation methods and ensemble techniques. | 183 |
 nihui/ncnn-android-styletransfer | An Android project demonstrating style transfer using the NCNN neural network library | 90 |
 audunarn/anystructure | A software tool for designing and optimizing steel structures, including plate fields and cylinders, using machine learning and DNV standards. | 52 |
 bowenbaker/metaqnn | Automatically designs convolutional neural network architectures using reinforcement learning and Q-learning algorithms | 137 |
 nngen/nngen | Generates hardware-specific accelerator designs for neural networks | 340 |
 ahmedfgad/numpyann | An implementation of artificial neural networks using NumPy | 98 |
 mariewelt/openchem | A deep learning toolkit for computational chemistry and drug design research | 684 |
 naturalintelligence/nimnjs | Highly compressed JavaScript object/JSON implementation | 46 |
 ajtulloch/dnngraph | A DSL and toolkit for designing and optimizing deep neural networks in Haskell | 702 |