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Active learning machine learns to create new quantum experiments

2 June 2017

A. Melnikov

Hendrik Poulsen Nautrup

Papers citing "Active learning machine learns to create new quantum experiments"

50 / 63 papers shown

Title
Quantum computing and artificial intelligence: status and perspectives Giovanni Acampora Andris Ambainis Natalia Ares Leonardo Banchi Pallavi Bhardwaj ... Markus Schmitt Philipp Slusallek Filippo Vicentini Christof Weitenberg Frank K. Wilhelm 63 1 0 29 May 2025
Interpretable Machine Learning in Physics: A Review Sebastian Johann Wetzel Seungwoong Ha Raban Iten Miriam Klopotek Ziming Liu AI4CE 160 2 0 30 Mar 2025
Quantum Artificial Intelligence: A Brief Survey Matthias Klusch Jorg Lassig Daniel Mussig A. Macaluso Frank K. Wilhelm 97 5 0 20 Aug 2024
Multi-Excitation Projective Simulation with a Many-Body Physics Inspired Inductive Bias Philip A. LeMaitre Marius Krumm Hans J. Briegel AI4CE 78 2 0 15 Feb 2024
Optical Quantum Sensing for Agnostic Environments via Deep Learning Zeqiao Zhou Yuxuan Du Xu-Fei Yin Shanshan Zhao Xinmei Tian Dacheng Tao 53 0 0 13 Nov 2023
Quantum circuit synthesis with diffusion models Florian Fürrutter Gorka Muñoz-Gil Hans J. Briegel AI4CE DiffM 84 24 0 03 Nov 2023
Machine learning in physics: a short guide F. A. Rodrigues PINN AI4CE 54 7 0 16 Oct 2023
Framework-Based Qualitative Analysis of Free Responses of Large Language Models: Algorithmic Fidelity A. Amirova T. Fteropoulli Nafiso Ahmed Martin R. Cowie Joel Z Leibo 89 11 0 06 Sep 2023
What can we learn from quantum convolutional neural networks? Chukwudubem Umeano Annie E. Paine V. Elfving Oleksandr Kyriienko 78 14 0 31 Aug 2023
Learning minimal representations of stochastic processes with variational autoencoders Gabriel Fernández-Fernández Carlo Manzo M. Lewenstein A. Dauphin Gorka Muñoz-Gil DiffM 62 6 0 21 Jul 2023
Active Learning in Physics: From 101, to Progress, and Perspective Yongcheng Ding J. D. Martín-Guerrero Yolanda Vives-Gilabert Xi Chen AI4CE 70 3 0 08 Jul 2023
Towards interpretable quantum machine learning via single-photon quantum walks Fulvio Flamini Marius Krumm Lukas J. Fiderer Thomas Müller Hans J. Briegel 71 7 0 31 Jan 2023
Automated Gadget Discovery in Science Lea M. Trenkwalder Andrea López-Incera Hendrik Poulsen Nautrup Fulvio Flamini Hans J. Briegel 55 3 0 24 Dec 2022
Efficient and quantum-adaptive machine learning with fermion neural networks Peikun Zheng Jia-Bao Wang Yi Zhang 51 3 0 10 Nov 2022
Learning to predict arbitrary quantum processes Hsin-Yuan Huang Sitan Chen J. Preskill 110 65 0 26 Oct 2022
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 51 34 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 88 197 0 04 Apr 2022
$Identification of diffracted vortex beams at different propagation distances using deep learning$ Identification of diffracted vortex beams at different propagation distances using deep learning Heng-Yun Lv Yan Guo Ziyao Yang C. Ding Wu‐Hao Cai Chenglong You Rui-Bo Jin 19 8 0 30 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 72 0 0 11 Dec 2021
QKSA: Quantum Knowledge Seeking Agent -- resource-optimized reinforcement learning using quantum process tomography A. Sarkar Zaid Al-Ars H. Gandhi K. Bertels 36 3 0 07 Dec 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 45 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 64 21 0 06 Sep 2021
Variational Quantum Reinforcement Learning via Evolutionary Optimization Samuel Yen-Chi Chen Chih-Min Huang Chia-Wei Hsing H. Goan Y. Kao 92 87 0 01 Sep 2021
Improving application performance with biased distributions of quantum states Sanjaya Lohani J. Lukens Daniel E. Jones T. Searles R. Glasser Brian T. Kirby 69 10 0 15 Jul 2021
QKSA: Quantum Knowledge Seeking Agent A. Sarkar 141 7 0 03 Jul 2021
Quantum circuit synthesis of Bell and GHZ states using projective simulation in the NISQ era Otto M. Pires E. I. Duzzioni J. Marchi R. Santiago 22 2 0 27 Apr 2021
Information-theoretic bounds on quantum advantage in machine learning Hsin-Yuan Huang R. Kueng J. Preskill 136 222 0 07 Jan 2021
Variational Quantum Cloning: Improving Practicality for Quantum Cryptanalysis Brian Coyle Mina Doosti E. Kashefi N. Kumar 25 3 0 21 Dec 2020
Classification and reconstruction of optical quantum states with deep neural networks Shahnawaz Ahmed C. Muñoz Franco Nori A. F. Kockum 88 64 0 03 Dec 2020
Boosting on the shoulders of giants in quantum device calibration A. Wozniakowski Jayne Thompson M. Gu F. Binder 38 3 0 13 May 2020
Quantum machine learning and quantum biomimetics: A perspective L. Lamata AI4CE 94 57 0 25 Apr 2020
Computer-inspired Quantum Experiments Mario Krenn Manuel Erhard A. Zeilinger 72 75 0 23 Feb 2020
Real-time calibration of coherent-state receivers: learning by trial and error M. Bilkis M. Rosati R. M. Yepes J. Calsamiglia 83 14 0 28 Jan 2020
Machine learning transfer efficiencies for noisy quantum walks A. Melnikov Leonid Fedichkin Ray-Kuang Lee A. Alodjants 84 21 0 15 Jan 2020
Operationally meaningful representations of physical systems in neural networks Hendrik Poulsen Nautrup Tony Metger Raban Iten Sofiene Jerbi Lea M. Trenkwalder H. Wilming Hans J. Briegel R. Renner AI4CE NAI 82 28 0 02 Jan 2020
A quantum active learning algorithm for sampling against adversarial attacks Pablo Antonio Moreno Casares M. Martin-Delgado AAML 67 10 0 06 Dec 2019
Quantum Optical Experiments Modeled by Long Short-Term Memory Thomas Adler Manuel Erhard Mario Krenn Johannes Brandstetter Johannes Kofler Sepp Hochreiter 76 9 0 30 Oct 2019
Quantum enhancements for deep reinforcement learning in large spaces Sofiene Jerbi Lea M. Trenkwalder Hendrik Poulsen Nautrup Hans J. Briegel Vedran Dunjko 96 5 0 28 Oct 2019
On the convergence of projective-simulation-based reinforcement learning in Markov decision processes Walter L. Boyajian Jens Clausen Lea M. Trenkwalder Vedran Dunjko Hans J. Briegel 81 14 0 25 Oct 2019
How a minimal learning agent can infer the existence of unobserved variables in a complex environment K. Ried B. Eva Thomas Müller Hans J. Briegel 70 15 0 15 Oct 2019
Improving the dynamics of quantum sensors with reinforcement learning Jonas Schuff Lukas J. Fiderer D. Braun 40 43 0 22 Aug 2019
A neural network oracle for quantum nonlocality problems in networks Tamás Kriváchy Yu Cai D. Cavalcanti Arash Tavakoli N. Gisin N. Brunner 73 64 0 24 Jul 2019
Photonic architecture for reinforcement learning Fulvio Flamini A. Hamann Sofiene Jerbi Lea M. Trenkwalder Hendrik Poulsen Nautrup Hans J. Briegel 85 29 0 17 Jul 2019
Self-Referencing Embedded Strings (SELFIES): A 100% robust molecular string representation Mario Krenn Florian Hase AkshatKumar Nigam Pascal Friederich Alán Aspuru-Guzik 118 71 0 31 May 2019
Machine learning for long-distance quantum communication J. Wallnöfer A. Melnikov W. Dür Hans J. Briegel 105 87 0 24 Apr 2019
Machine learning applied to quantum synchronization-assisted probing Gabriel Garau Estarellas G. Giorgi Miguel C. Soriano R. Zambrini 23 10 0 16 Jan 2019
Optimizing Quantum Error Correction Codes with Reinforcement Learning Hendrik Poulsen Nautrup Nicolas Delfosse Vedran Dunjko Hans J. Briegel N. Friis 86 161 0 20 Dec 2018
A hybrid machine-learning algorithm for designing quantum experiments L. O'Driscoll R. Nichols P. Knott 60 49 0 07 Dec 2018
Designing quantum experiments with a genetic algorithm R. Nichols Lana Mineh Jesús Rubio J. Matthews P. Knott 35 40 0 03 Dec 2018
Measurement-based adaptation protocol with quantum reinforcement learning in a Rigetti quantum computer Julio Olivares-Sánchez J. Casanova Enrique Solano L. Lamata 67 38 0 19 Nov 2018