inverse-design topic

A PyTorch Implementation of "Optimization of Molecules via Deep Reinforcement Learning".

aksub99

[NeurIPS 2020] Diversity-Guided Efficient Multi-Objective Optimization With Batch Evaluations

yunshengtian

Silicon Photonics Design Tools.

Hideousmon

PcDGAN: A Continuous Conditional Diverse Generative Adversarial Network For Inverse Design

pcdgan

Optimization and inverse design of photonic crystals using deep reinforcement learning

Arcadianlee

gRNAde: Geometric Deep Learning for 3D RNA inverse design

chaitjo

A collection of inverse design challenges

invrs-io

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...

youxch

[ICLR24] CinDM uses compositional generative models to design boundaries and initial states significantly more complex than the ones seen in training for physical simulation

AI4Science-WestlakeU