Computer-inspired Quantum Experiments

23 February 2020

Papers citing "Computer-inspired Quantum Experiments"

17 / 17 papers shown

Title
Meta-Designing Quantum Experiments with Language Models Sören Arlt Haonan Duan Felix Li Sang Michael Xie Yuhuai Wu Mario Krenn AI4CE 18 4 0 04 Jun 2024
Virtual Reality for Understanding Artificial-Intelligence-driven Scientific Discovery with an Application in Quantum Optics Philipp Schmidt Sören Arlt Carlos Ruiz-Gonzalez Xuemei Gu Carla Rodríguez Mario Krenn 23 1 0 20 Feb 2024
A comprehensive review of Quantum Machine Learning: from NISQ to Fault Tolerance Yunfei Wang Junyu Liu 33 26 0 21 Jan 2024
Optical Quantum Sensing for Agnostic Environments via Deep Learning Zeqiao Zhou Yuxuan Du Xu-Fei Yin Shanshan Zhao Xinmei Tian Dacheng Tao 12 0 0 13 Nov 2023
Deep Quantum Graph Dreaming: Deciphering Neural Network Insights into Quantum Experiments Tareq Jaouni Sören Arlt Carlos Ruiz-Gonzalez Ebrahim Karimi Xuemei Gu Mario Krenn GNN 13 6 0 13 Sep 2023
Learning minimal representations of stochastic processes with variational autoencoders Gabriel Fernández-Fernández Carlo Manzo M. Lewenstein A. Dauphin Gorka Muñoz-Gil DiffM 14 4 0 21 Jul 2023
Deep reinforcement learning for quantum multiparameter estimation V. Cimini M. Valeri E. Polino S. Piacentini Francesco Ceccarelli G. Corrielli N. Spagnolo R. Osellame F. Sciarrino 11 30 0 01 Sep 2022
On scientific understanding with artificial intelligence Mario Krenn R. Pollice S. Guo Matteo Aldeghi Alba Cervera-Lierta ... Florian Hase A. Jinich AkshatKumar Nigam Zhenpeng Yao Alán Aspuru-Guzik 30 185 0 04 Apr 2022
SELFIES and the future of molecular string representations Mario Krenn Qianxiang Ai Senja Barthel Nessa Carson Angelo Frei ... Andrew Wang Andrew D. White A. Young Rose Yu A. Aspuru‐Guzik 32 147 0 31 Mar 2022
SPDCinv: Inverse Quantum-Optical Design of High-Dimensional Qudits Eyal Rozenberg Aviv Karnieli O. Yesharim Joshua Foley-Comer Sivan Trajtenberg‐Mills Daniel Freedman A. Bronstein A. Arie 28 0 0 11 Dec 2021
Design of quantum optical experiments with logic artificial intelligence Alba Cervera-Lierta Mario Krenn A. Aspuru‐Guzik 11 18 0 27 Sep 2021
Active Learning for the Optimal Design of Multinomial Classification in Physics Yongcheng Ding J. D. Martín-Guerrero Yu-Chen Song José Rafael Magdalena Benedicto Xi Chen 11 5 0 17 Sep 2021
Learning Interpretable Representations of Entanglement in Quantum Optics Experiments using Deep Generative Models Daniel Flam-Shepherd Tony C Wu Xuemei Gu Alba Cervera-Lierta Mario Krenn Alán Aspuru-Guzik DRL 19 21 0 06 Sep 2021
Noisy intermediate-scale quantum (NISQ) algorithms Kishor Bharti Alba Cervera-Lierta T. Kyaw Tobias Haug Sumner Alperin-Lea ... Tim Menke Wai-Keong Mok Sukin Sim L. Kwek Alán Aspuru-Guzik 106 390 0 21 Jan 2021
Classification and reconstruction of optical quantum states with deep neural networks Shahnawaz Ahmed C. Muñoz Franco Nori A. F. Kockum 11 64 0 03 Dec 2020
Scientific intuition inspired by machine learning generated hypotheses Pascal Friederich Mario Krenn Isaac Tamblyn Alán Aspuru-Guzik AI4CE 16 34 0 27 Oct 2020
Quantum Optical Experiments Modeled by Long Short-Term Memory Thomas Adler Manuel Erhard Mario Krenn Johannes Brandstetter Johannes Kofler Sepp Hochreiter 16 9 0 30 Oct 2019