Quantum State Preparation

Ask about this topic

Momentum

2 papers in the last four weeks, with none the four weeks before. 0.0% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 16

All topics
CardsList

  1. Quantum data loading from the learned shared structure of real signals

    Oct 5, 2026Pablo Herrero Gómez, Antonio Jimeno Morenilla, David Muñoz-Hernández +1Quantum Machine LearningQuantum State Preparation

    Department of Computer Science Technology and Computation, Universidad de Alicante, San Vicente del Raspeig, 03690 Alicante, Spain

  2. Polynomial neural surrogates for designing photonic quantum experiments

    Oct 5, 2026Rohit Chaurasiya, Xuemei GuNeural Surrogate ModelingPolynomial Neural Networks

    Institute of Condensed Matter Theory and Optics, Friedrich Schiller University Jena, Max-Wien-Platz 1, 07743 Jena, Germany

  3. Noise-Robust Quantum State Characterization for Remote State Preparation with Deep Learning

    Sep 17, 2026Bo Tang, Zixuan Liao, Hao Li +9Quantum State TomographyQuantum State Preparation

    State Key Laboratory of Photonics and Communications, School of Physics and Astronomy, Shanghai Jiao Tong University, Shanghai 200240, China · Department of Physics, Shanghai Key Laboratory of Materials Protection and Advanced Materials in Electric Power, Shanghai University of Electric Power, Shanghai 200090, China · Hefei National Laboratory, Hefei 230088, China +2

  4. Generative Replay Mitigates Sample Starvation in Quantum Architecture Search

    Sep 12, 2026Akash Kundu, Amit Kumar Jaiswal, Sebastian Feld +1Generative ReplayDeep Q-Learning

    Delft University of Technology, Delft, The Netherlands. · Quantum Computing Division, QuTech, Delft, The Netherlands. · Indian Institute of Technology (BHU), Varanasi, India. +1

  5. Learning to Prepare Molecular Ground States with Transformer Models

    Jul 24, 2026Alex Koziell-Pipe, Jasmine Brewer, Jem Guhit +14Quantum ChemistryQuantum State Preparation

    1Quantinuum, London, UK. · 3NVIDIA Corporation, Santa Clara, CA, USA. · 2Quantinuum, Cambridge, UK. +2

  6. Approximate Quantum State Preparation Through Proximal Policy Optimization

    Jul 23, 2026Marco Mordacci, Michele AmorettiQuantum State Preparation

    Quantum Software Laboratory, University of Parma, Parco Area delle Scienze, 181/A, Parma, 43124, Italy.

  7. An End-to-End Hybrid Quantum--Classical Sampling Workflow for Discrete Markov Random Fields: A Reproducible Case Study

    Jul 10, 2026Arul Rhik MazumderMarkov Chain Monte CarloMarkov Random Fields

    School of Computer Science

  8. Schmidt Decomposition-Based Methods for Efficient Quantum Image Encoding

    Jun 9, 2026Ana-Maria Pangeva, Yassine Ferhi, Alexander Geng +3Low-Rank ApproximationQuantum State Preparation

    Fraunhofer Institute for Industrial Mathematics ITWM · Technical University of Sofia · Sofia, Bulgaria +6

  9. Latent-Conditioned Parameterized Quantum Circuits as Universal Approximators for Distributions over Quantum States

    May 27, 2026Quoc Hoan Tran, Koki Chinzei, Yasuhiro Endo +1Latent Variable ModelsQuantum Generative Modeling

    Quantum Laboratory, Fujitsu Research, Fujitsu Limited, Kawasaki, Kanagawa 211-8588, Japan

  10. Classical State Preparation for Variational Quantum Algorithms via Reinforcement Learning

    May 22, 2026Gino Kwun, Dhanvi Bharadwaj, Gokul Subramanian RaviQuantum State PreparationQuantum Approximate Optimization Algorithm

    Computer Science and Engineering University of Michigan Ann Arbor, MI 48109, USA

  11. Stochastic Schrödinger Diffusion Models for Pure-State Ensemble Generation

    May 5, 2026Jian Xu, Wei Chen, Shigui Li +5Quantum Generative ModelingQuantum State Preparation

    1RIKEN iTHEMS · 2RIKEN AIP · 3South China University of Technology +2

  12. Controlled Steering-Based State Preparation for Adversarial-Robust Quantum Machine Learning

    Apr 30, 2026Sahan Sanjaya, Hari Krishna Parvatham, Emma Andrews +1Adversarial RobustnessQuantum Machine Learning

    University of Florida, Gainesville, FL, USA

  13. Qvine: Vine Structured Quantum Circuits for Loading High Dimensional Distributions

    Apr 29, 2026David Quiroga, Hannes Leipold, Bibhas AdhikariVariational Quantum CircuitsQuantum State Preparation

    Fujitsu Research of America · Santa Clara, California, USA · Department of Computer Science, Rice University +1

  14. Quantum Flow Matching

    Aug 17, 2025Zidong Cui, Pan Zhang, Ying TangFlow MatchingQuantum Generative Modeling

    Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu 611731, China · Institute of Theoretical Physics, Chinese Academy of Sciences, Beijing 100190, China · School of Fundamental Physics and Mathematical Sciences, Hangzhou Institute for Advanced Study, UCAS, Hangzhou 310024, China +3

  15. Quantum State Preparation with the QNN-based SRBB Algorithm

    Mar 17, 2025Marco Mordacci, Giacomo Belli, Michele AmorettiVariational Quantum CircuitsQuantum State Preparation

    Quantum Software Laboratory University of Parma Parma, Italy

  16. Reinforcement Learning to Disentangle Multiqubit Quantum States from Partial Observations

    Jun 12, 2024Pavel Tashev, Stefan Petrov, Matthew T. Diaz +4Quantum State Preparation

    Department of Mathematics and Informatics, St. Kliment Ohridski University of Sofia, 5 James Bourchier Blvd, 1164 Sofia, Bulgaria · Joint Quantum Institute and Department of Physics, University of Maryland, College Park, Maryland 20742, USA · National Quantum Laboratory (QLab), University of Maryland, College Park, MD 20742 USA +4