Neural Quantum States

Ask about this topic

Momentum

3 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 14

All topics
CardsList

  1. Hyperbolic Restricted Boltzmann Machine Neural Quantum State

    Sep 22, 2026H. L. DaoNeural Quantum StatesQuantum Many-Body Physics

  2. When Quantum Meets AI: Quantum Methods for Machine Learning and Machine Learning Methods for Quantum Systems

    Sep 22, 2026Tak HurNeural Quantum StatesQuantum Error Correction

    Department of Statistics and Data Science Graduate School Yonsei University

  3. Topology Obstructs Pure Foundation Neural Quantum States

    Sep 7, 2026Timothy Heightman, Elena Orlova, Philip Mantrov +1Neural Quantum StatesQuantum Many-Body Physics

    1ICFO–Institut de Ciències Fotòniques, The Barcelona Institute of Science and Technology, 08860 Castelldefels, Barcelona, Spain · 2Simulacra Research Inc., London, UK and Chicago, USA

  4. Hamilton-Zero: A Neural Tensor-Network Foundation Model for Ground States of Arbitrary Quadratic Qubit Hamiltonians

    Aug 12, 2026Timothy Heightman, Elena Orlova, Philip Mantrov +1Tensor NetworksNeural Quantum States

    1ICFO – Institut de Ci`encies Fot`oniques, The Barcelona Institute of Science and Technology · Castelldefels, Barcelona, Spain · 2Simulacra Research Inc., London, UK & Chicago, USA

  5. Enhanced Neural Quantum State via Annealed Gradient Descent

    Jul 21, 2026Shiwei Zhou, Yiming Huang, Xiao Yuan +1Neural Quantum StatesGradient Descent

    Institute of High Energy Physics, Chinese Academy of Sciences, Beijing 100049, China · China Center of Advanced Science and Technology, Beijing 100190, China · Center on Frontiers of Computing Studies, School of Computer Science, Peking University, Beijing 100871, China

  6. One More Time: Revisiting Neural Quantum States from a Reinforcement Learning Perspective

    Jul 2, 2026Juan Agustín Duque, Sergio García Heredia, Vinicius Hernandes +4Neural Quantum StatesSecond-Order Optimization

    Mila Quebec AI Institute, Université de Montréal, Montréal, Canada · Applied Quantum Algorithms ⟨aQaL⟩, LIACS & LION, Leiden University, Leiden, Netherlands · QuTech and Kavli Institute of Nanoscience, Delft University of Technology, Delft, Netherlands +1

  7. Mechanistic Interpretability and Causal Feature Steering of Neural Quantum States via Sparse Autoencoders

    Jul 1, 2026Zihao Qi, Christopher EarlsNeural Quantum StatesMechanistic Interpretability

    Department of Physics, Cornell University, Ithaca, NY 14853, USA. · Center for Applied Mathematics, Cornell University, Ithaca, NY 14853, USA.

  8. Holographic Quantum Transformer: A Generalist Neuro-Symbolic Architecture for Solving Frustrated Systems via Generative Attention

    Jul 1, 2026Xingran Guo, Tiaojie Xiao, Jie Liu +1Neural Quantum StatesZero-Shot Learning

    National University of Defense Technology Changsha, China · State University of New York at New Paltz New Paltz, NY, USA

  9. Two-dimensional Hyperbolic RNN Neural Quantum State

    Jun 24, 2026H. L. DaoNeural Quantum StatesRecurrent Neural Networks

  10. Low-variance estimators overcome the phase-gradient bottleneck in complex-valued neural quantum states

    Jun 11, 2026Yi-Ran Xue, Rui Wang, Baigeng Wang +1Neural Quantum StatesComplex-Valued Neural Networks

    *National Laboratory of Solid State Microstructures and Department of Physics, Nanjing University, Nanjing 210093, China. · Department of Physics, University of Massachusetts, Amherst, Massachusetts 01003, USA. · Collaborative Innovation Center of Advanced Microstructures, Nanjing University, Nanjing 210093, China. +3

  11. Comment on "Spin-1/2 Kagome Heisenberg Antiferromagnet: Machine Learning Discovery of the Spinon Pair-Density-Wave Ground State"

    May 21, 2026Helia Kamal, Dominik Kufel, DinhDuy Vu +2Neural Quantum StatesMarkov Chain Monte Carlo

    Department of Physics, Harvard University, Cambridge, MA 02138, USA · Harvard Quantum Initiative, Cambridge, MA 02138, USA · Department of Physics, Boston University, Boston, MA 02215, USA

  12. Parallel Scan Recurrent Neural Quantum States for Scalable Variational Monte Carlo

    May 13, 2026Ejaaz Merali, Mohamed Hibat-Allah, Mohammad Kohandel +2Neural Quantum StatesRecurrent Neural Networks

    Department of Physics and Astronomy, University of California, Davis, California 95616, USA · Department of Applied Mathematics, University of Waterloo, Waterloo, ON N2L 3G1, Canada · Vector Institute, Toronto, Ontario, M5G 0C6, Canada +1

  13. QERNEL: a Scalable Large Electron Model

    Apr 28, 2026Khachatur Nazaryan, Liang FuNeural Quantum StatesMaterials Science

    Department of Physics, Massachusetts Institute of Technology, Cambridge, MA-02139,USA

  14. New non-Euclidean neural quantum states from additional types of hyperbolic recurrent neural networks

    Apr 27, 2026H. L. DaoNeural Quantum StatesRecurrent Neural Networks