Double descent: When do neural quantum states generalize?
Fuente:
arXiv
Saved in:
| Main Authors: | Moss, M. Schuyler, Orfi, Alev, Roth, Christopher, Sengupta, Anirvan M., Georges, Antoine, Sels, Dries, Dawid, Anna, Valenti, Agnes |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Adiabatic transport of neural network quantum states
by: Medvidović, Matija, et al.
Published: (2025)
by: Medvidović, Matija, et al.
Published: (2025)
Adiabatic dressing of quantum enhanced Markov chains
by: Hsieh, Wen Ting, et al.
Published: (2026)
by: Hsieh, Wen Ting, et al.
Published: (2026)
Superconductivity in the two-dimensional Hubbard model revealed by neural quantum states
by: Roth, Christopher, et al.
Published: (2025)
by: Roth, Christopher, et al.
Published: (2025)
Connectivity determines the capability of sparse neural network quantum states
by: Barton, Brandon, et al.
Published: (2025)
by: Barton, Brandon, et al.
Published: (2025)
Neural Network-Augmented Pfaffian Wave-functions for Scalable Simulations of Interacting Fermions
by: Chen, Ao, et al.
Published: (2025)
by: Chen, Ao, et al.
Published: (2025)
Beyond Variational Bias: Resolving Intertwined Orders in the Hubbard Model
by: Viteritti, Luciano Loris, et al.
Published: (2026)
by: Viteritti, Luciano Loris, et al.
Published: (2026)
Re-entrant phase transitions induced by localization of zero-modes
by: Morone, Flaviano, et al.
Published: (2024)
by: Morone, Flaviano, et al.
Published: (2024)
Variational Iterative Rotation Algorithm: Combinatorial Optimization with Classical Kicked Tops
by: Morone, Flaviano, et al.
Published: (2026)
by: Morone, Flaviano, et al.
Published: (2026)
Many-body delocalization from embedded thermal inclusion
by: Peacock, J. Clayton, et al.
Published: (2023)
by: Peacock, J. Clayton, et al.
Published: (2023)
Bounding speedup of quantum-enhanced Markov chain Monte Carlo
by: Orfi, Alev, et al.
Published: (2024)
by: Orfi, Alev, et al.
Published: (2024)
Simulating superconductivity in mixed-dimensional $t_\parallel$-${J}_\parallel$-${J}_\perp$ bilayers with neural quantum states
by: Lange, Hannah, et al.
Published: (2026)
by: Lange, Hannah, et al.
Published: (2026)
In-context denoising with one-layer transformers: connections between attention and associative memory retrieval
by: Smart, Matthew, et al.
Published: (2025)
by: Smart, Matthew, et al.
Published: (2025)
Anderson localization: A view from Krylov space
by: Peacock, J. Clayton, et al.
Published: (2025)
by: Peacock, J. Clayton, et al.
Published: (2025)
Quantum enhanced Markov chains require fine-tuned quenches
by: Orfi, Alev, et al.
Published: (2024)
by: Orfi, Alev, et al.
Published: (2024)
Speak so a physicist can understand you! TetrisCNN for detecting phase transitions and order parameters
by: Cybiński, Kacper, et al.
Published: (2024)
by: Cybiński, Kacper, et al.
Published: (2024)
Solving combinatorial optimization problems through stochastic Landau-Lifshitz-Gilbert dynamical systems
by: Chen, Dairong, et al.
Published: (2024)
by: Chen, Dairong, et al.
Published: (2024)
Leveraging recurrence in neural network wavefunctions for large-scale simulations of Heisenberg antiferromagnets on the square lattice
by: Moss, M. Schuyler, et al.
Published: (2025)
by: Moss, M. Schuyler, et al.
Published: (2025)
Leveraging recurrence in neural network wavefunctions for large-scale simulations of Heisenberg antiferromagnets on the triangular lattice
by: Moss, M. Schuyler, et al.
Published: (2025)
by: Moss, M. Schuyler, et al.
Published: (2025)
Simulating the two-dimensional $t-J$ model at finite doping with neural quantum states
by: Lange, Hannah, et al.
Published: (2024)
by: Lange, Hannah, et al.
Published: (2024)
Characterizing out-of-distribution generalization of neural networks: application to the disordered Su-Schrieffer-Heeger model
by: Cybiński, Kacper, et al.
Published: (2024)
by: Cybiński, Kacper, et al.
Published: (2024)
Bound on entanglement in neural quantum states
by: Paul, Nisarga
Published: (2025)
by: Paul, Nisarga
Published: (2025)
Universal semiclassical dynamics in disordered two-dimensional systems
by: Iwanek, Łukasz, et al.
Published: (2024)
by: Iwanek, Łukasz, et al.
Published: (2024)
Homophily modulates double descent generalization in graph convolution networks
by: Shi, Cheng, et al.
Published: (2022)
by: Shi, Cheng, et al.
Published: (2022)
Simplicity of mean-field theories in neural quantum states
by: Trigueros, Fabian Ballar, et al.
Published: (2023)
by: Trigueros, Fabian Ballar, et al.
Published: (2023)
Entanglement and optimization within autoregressive neural quantum states
by: Jreissaty, Andrew, et al.
Published: (2025)
by: Jreissaty, Andrew, et al.
Published: (2025)
A self-learning magnetic Hopfield neural network with intrinsic gradient descent adaption
by: Niu, Chang, et al.
Published: (2025)
by: Niu, Chang, et al.
Published: (2025)
Unifying view of fermionic neural network quantum states: From neural network backflow to hidden fermion determinant states
by: Liu, Zejun, et al.
Published: (2023)
by: Liu, Zejun, et al.
Published: (2023)
Autoregressive neural quantum states of Fermi Hubbard models
by: Ibarra-García-Padilla, Eduardo, et al.
Published: (2024)
by: Ibarra-García-Padilla, Eduardo, et al.
Published: (2024)
Efficiency of neural-network state representations of one-dimensional quantum spin systems
by: Pan, Ruizhi, et al.
Published: (2023)
by: Pan, Ruizhi, et al.
Published: (2023)
Empowering deep neural quantum states through efficient optimization
by: Chen, Ao, et al.
Published: (2023)
by: Chen, Ao, et al.
Published: (2023)
Quantum skyrmion dynamics studied by neural network quantum states
by: Joshi, Ashish, et al.
Published: (2024)
by: Joshi, Ashish, et al.
Published: (2024)
Nuclear responses with neural-network quantum states
by: Parnes, Elad, et al.
Published: (2025)
by: Parnes, Elad, et al.
Published: (2025)
Exact numerical solution of the fully-connected classical and quantum Heisenberg spin glass
by: Kavokine, Nikita, et al.
Published: (2023)
by: Kavokine, Nikita, et al.
Published: (2023)
Isolated extended states and anomalous critical behavior in the generalized SSH model
by: Zhang, Jia-Ming
Published: (2026)
by: Zhang, Jia-Ming
Published: (2026)
A statistical mechanics framework for Bayesian deep neural networks beyond the infinite-width limit
by: Pacelli, R., et al.
Published: (2022)
by: Pacelli, R., et al.
Published: (2022)
Dynamical detection of extended nonergodic states in many-body quantum systems
by: Zarate-Herrada, David A., et al.
Published: (2025)
by: Zarate-Herrada, David A., et al.
Published: (2025)
Introduction to Latent Variable Energy-Based Models: A Path Towards Autonomous Machine Intelligence
by: Dawid, Anna, et al.
Published: (2023)
by: Dawid, Anna, et al.
Published: (2023)
New non-Euclidean neural quantum states from additional types of hyperbolic recurrent neural networks
by: Dao, H. L.
Published: (2026)
by: Dao, H. L.
Published: (2026)
Taming the expressiveness of neural-network wave functions for robust convergence to quantum many-body states
by: Jin, Dezhe Z.
Published: (2026)
by: Jin, Dezhe Z.
Published: (2026)
Training neural networks with structured noise improves classification and generalization
by: Benedetti, Marco, et al.
Published: (2023)
by: Benedetti, Marco, et al.
Published: (2023)
Similar Items
-
Adiabatic transport of neural network quantum states
by: Medvidović, Matija, et al.
Published: (2025) -
Adiabatic dressing of quantum enhanced Markov chains
by: Hsieh, Wen Ting, et al.
Published: (2026) -
Superconductivity in the two-dimensional Hubbard model revealed by neural quantum states
by: Roth, Christopher, et al.
Published: (2025) -
Connectivity determines the capability of sparse neural network quantum states
by: Barton, Brandon, et al.
Published: (2025) -
Neural Network-Augmented Pfaffian Wave-functions for Scalable Simulations of Interacting Fermions
by: Chen, Ao, et al.
Published: (2025)