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gRNAde: Geometric Deep Learning for 3D RNA inverse design (ICLR 2025 Spotlight)
Created
2023-05-24
56 commits to main branch, last one 25 days ago
[NeurIPS 2020] Diversity-Guided Efficient Multi-Objective Optimization With Batch Evaluations
Created
2020-06-28
29 commits to master branch, last one 2 years ago
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...
Created
2024-04-04
71 commits to main branch, last one 5 months ago
A PyTorch Implementation of "Optimization of Molecules via Deep Reinforcement Learning".
Created
2019-10-19
27 commits to master branch, last one 3 years ago
Optimization and inverse design of photonic crystals using deep reinforcement learning
Created
2021-12-13
36 commits to main branch, last one about a year ago
Silicon Photonics Design Tools.
Created
2021-05-22
152 commits to main branch, last one 2 months ago
A collection of inverse design challenges
Created
2023-09-13
519 commits to main branch, last one 12 days ago
Python library for differentiable wave optics simulations with PyTorch.
Created
2024-11-27
75 commits to main branch, last one 3 days ago
[ICLR24] CinDM uses compositional generative models to design boundaries and initial states significantly more complex than the ones seen in training for physical simulation
Created
2024-01-16
26 commits to main branch, last one 11 months ago
Efficient GPU-computing simulation for differentiable crystal plasticity finite element method
Created
2024-08-26
39 commits to main branch, last one 29 days ago