6 results found Sort:

chaitjo
geometric-rna-design chaitjo
11
131
mit
6
gRNAde: Geometric Deep Learning for 3D RNA inverse design
pytorch rna-structure inverse-design pytorch-geometric biomolecule-design graph-neural-networks geometric-deep-learning
Created 2023-05-24
51 commits to main branch, last one 22 days ago
yunshengtian
DGEMO yunshengtian
25
97
mit
5
[NeurIPS 2020] Diversity-Guided Efficient Multi-Objective Optimization With Batch Evaluations
inverse-design multi-objective bayesian-optimization
Created 2020-06-28
29 commits to master branch, last one about a year ago
aksub99
MolDQN-pytorch aksub99
28
72
mit
3
A PyTorch Implementation of "Optimization of Molecules via Deep Reinforcement Learning".
python pytorch molecule chemistry pytorch-rl dqn-pytorch deep-learning drug-discovery inverse-design machine-learning materials-science materials-informatics pytorch-implementation reinforcement-learning
Created 2019-10-19
27 commits to master branch, last one 3 years ago
Hideousmon
SPLayout Hideousmon
11
44
gpl-3.0
2
Silicon Photonics Design Tools.
dbs gdsii gdspy layout inverse-design silicon-photonics
Created 2021-05-22
141 commits to main branch, last one about a month ago
Arcadianlee
Photonics-FDTD-DRL Arcadianlee
14
43
apache-2.0
3
Optimization and inverse design of photonic crystals using deep reinforcement learning
deep-learning nanophotonics inverse-design optoelectronics photonic-crystal semiconductor-devices reinforcement-learning optimization-algorithms
Created 2021-12-13
36 commits to main branch, last one about a year ago
youxch
Inverse-design-of-patch-antennas youxch
7
39
mit
4
This repository hosts a simple demonstration of a deep learning approach for the inverse design of patch antennas. The goal is to explore energy-efficient designs and to significantly reduce simulatio...
antenna metasurface deep-learning inverse-design
Created 2024-04-04
67 commits to main branch, last one 2 months ago