Hybrid Quantum Generative Adversarial Networks for Molecular Simulation
and Drug Discovery

Hybrid Quantum Generative Adversarial Networks for Molecular Simulation and Drug Discovery

15 December 2022

Srinjoy Ganguly

Papers citing "Hybrid Quantum Generative Adversarial Networks for Molecular Simulation and Drug Discovery"

15 / 15 papers shown

Title
Photovoltaic power forecasting using quantum machine learning Asel Sagingalieva Stefan Komornyik Arsenii Senokosov Ayush Joshi Alexander Sedykh Christopher Mansell Olga Tsurkan 67 8 0 27 Dec 2023
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 192 30,069 0 01 Mar 2022
Quantum Generative Models for Small Molecule Drug Discovery Junde Li R. Topaloglu Swaroop Ghosh GAN 64 57 0 09 Jan 2021
Learning quantum data with the quantum Earth Mover's distance B. Kiani Giacomo De Palma M. Marvian Zi-Wen Liu S. Lloyd 63 45 0 08 Jan 2021
Entanglement Induced Barren Plateaus Carlos Ortiz Marrero M. Kieferová N. Wiebe 42 280 0 29 Oct 2020
Experimental Quantum Generative Adversarial Networks for Image Generation Heliang Huang Yuxuan Du Mingming Gong You-Wei Zhao Yulin Wu ... Chao Lu Yu-Ao Chen Dacheng Tao Xiaobo Zhu Jian-Wei Pan GAN 33 178 0 13 Oct 2020
Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation Jiaxuan You Bowen Liu Rex Ying Vijay S. Pande J. Leskovec GNN 267 895 0 07 Jun 2018
MolGAN: An implicit generative model for small molecular graphs Nicola De Cao Thomas Kipf GNN GAN 126 917 0 30 May 2018
Fréchet ChemNet Distance: A metric for generative models for molecules in drug discovery Kristina Preuer Philipp Renz Thomas Unterthiner Sepp Hochreiter Günter Klambauer MedIm 83 333 0 26 Mar 2018
Deep Reinforcement Learning for De-Novo Drug Design Mariya Popova Olexandr Isayev Alexander Tropsha 72 1,025 0 29 Nov 2017
Coulomb GANs: Provably Optimal Nash Equilibria via Potential Fields Thomas Unterthiner Bernhard Nessler Calvin Seward Günter Klambauer M. Heusel Hubert Ramsauer Sepp Hochreiter GAN 55 74 0 29 Aug 2017
ChemGAN challenge for drug discovery: can AI reproduce natural chemical diversity? Mostapha Benhenda GAN 43 102 0 28 Aug 2017
Objective-Reinforced Generative Adversarial Networks (ORGAN) for Sequence Generation Models G. L. Guimaraes Benjamín Sánchez-Lengeling Carlos Outeiral Pedro Luis Cunha Farias Alán Aspuru-Guzik GAN 69 523 0 30 May 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 152 9,509 0 31 Mar 2017
Unrolled Generative Adversarial Networks Luke Metz Ben Poole David Pfau Jascha Narain Sohl-Dickstein GAN 88 1,002 0 07 Nov 2016