Cover Image

Interpretable Neural Network Quantum States for Solving the Steady States of the Nonlinear Schrödinger Equation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhao, Mingshu, Yan, Zhanyuan
Format:	Preprint
Published:	2025
Subjects:	Chaotic Dynamics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Spatiotemporal Chaos and Extended Self-Similarity of Bose Einstein Condensates in a 1D Harmonic Trap
by: Zhao, Mingshu
Published: (2024)

Predicting Generalized Steady States in Aperiodically Forced Mechanical Systems
by: Kaundinya, Roshan S., et al.
Published: (2026)

Steady-State Statistics of Classical Nonlinear Dynamical Systems from Noisy Intermediate-Scale Quantum Devices
by: Lokare, Yash M., et al.
Published: (2024)

Quantum and Semi-Classical Signatures of Dissipative Chaos in the Steady State
by: Rufo, Griffith, et al.
Published: (2025)

Chimera States in Wheel Networks
by: Poolamanna, Ashwathi, et al.
Published: (2026)

State Estimation Using Sparse DEIM and Recurrent Neural Networks
by: Farazmand, Mohammad
Published: (2024)

PINN-Obs: Physics-Informed Neural Network-Based Observer for Nonlinear Dynamical Systems
by: Farkane, Ayoub, et al.
Published: (2025)

Integer-State Dynamics of Quantized Spiking Neural Networks for Efficient Hardware Acceleration
by: Zhang, Lei
Published: (2026)

Characterization of Fractal Basins Using Deep Convolutional Neural Networks
by: Valle, David, et al.
Published: (2025)

Spike train propagation in Hybrid Artificial Neural Network (HANN)
by: Yiannis, Contoyiannis. F.
Published: (2026)

High Energy States of Recurrent Chaotic Trajectories in Time-Dependent Potential Well
by: Palmero, Matheus S., et al.
Published: (2025)

Chaos-Mediated Quantum State Discrimination Near Unit Fidelity
by: Paul, Sourav, et al.
Published: (2024)

On the Wave Kinetic Equation in the presence of forcing and dissipation
by: Maestrini, Davide, et al.
Published: (2025)

Network Dynamics-Based Framework for Understanding Deep Neural Networks
by: Lin, Yuchen, et al.
Published: (2025)

Parameter Inference in Non-linear Dynamical Systems via Recurrence Plots and Convolutional Neural Networks
by: Lober, L., et al.
Published: (2024)

Flutter Suppression Enhancement in Coupled Nonlinear Airfoils with Intermittent Mixed Interactions
by: Liu, Qi, et al.
Published: (2025)

Incorporating Coupling Knowledge into Echo State Networks for Learning Spatiotemporally Chaotic Dynamics
by: Chu, Kuei-Jan, et al.
Published: (2025)

Nonlinear phase synchronization and the role of spacing in shell models
by: Manfredini, Lorenzo, et al.
Published: (2025)

Revealing Structure and Symmetry of Nonlinearity in Natural and Engineering Flows
by: Yeung, Brandon, et al.
Published: (2024)

Nonlinear Aggregation of Phase Elements on the Unit Circle under Parametric External Fields
by: Arai, Isshin, et al.
Published: (2025)

Parametric Modulation of Nonlinear Coupling in the Hénon Heiles System: Resonances, Chaos, and Stabilization
by: Vijayan, Vinesh, et al.
Published: (2026)

Structural Distinction in ODE and PDE Chaos:Lorenz vs Kuramoto--Sivashinsky Equation
by: Datta, Sumita
Published: (2026)

Minimal Deterministic Echo State Networks Outperform Random Reservoirs in Learning Chaotic Dynamics
by: Martinuzzi, Francesco
Published: (2025)

Long-term prediction of ENSO with physics-guided Deep Echo State Networks
by: Zhang, Zejing, et al.
Published: (2026)

Nonlinear dynamics of spinning fluid-conveying pipes with structural damping: stability analysis and post-instability behavior
by: Fasihi, Ali, et al.
Published: (2024)

Mathematical Modeling and Hyers-Ulam Stability for a Nonlinear Epidemiological Model with $Φ_p$ Operator and Mittag-Leffler Kernel
by: Zinihi, Achraf, et al.
Published: (2024)

Integrating prior knowledge in equation discovery: Interpretable symmetry-informed neural networks and symbolic regression via characteristic curves
by: Gonzalez, Federico J.
Published: (2026)

Nonlinear dynamics of a vertical pendulum driven by magnetic field provided by two coils magnets: analytical, numerical and experimental studies
by: Nana, Bonaventure, et al.
Published: (2026)

On Nonlinear Dynamics Of A Nonideal Magnetic System With Shape Memory Alloy To Energy Harvesting Using Uncertainty Exponent And Entropy Of Basin Of Attractions Approaches
by: Ribeiro, A, et al.
Published: (2025)

Heterogeneity Induces Cyclops States in Kuramoto Networks with Higher-Mode Coupling
by: Bolotov, Maxim I., et al.
Published: (2025)

Semiclassical Limit of Resonance States in Chaotic Scattering
by: Ketzmerick, Roland, et al.
Published: (2024)

Bubbling in Oscillator Networks
by: Tirabassi, G., et al.
Published: (2025)

A Causation-Based Computationally Efficient Strategy for Deploying Lagrangian Drifters to Improve Real-Time State Estimation
by: Bollt, Erik, et al.
Published: (2024)

Machine Learning based Ensemble Flame Regime Classification for Mesoscale Combustors based on Insights from Linear and Nonlinear Dynamic Analysis
by: Ganesh, M Ashwin, et al.
Published: (2026)

A soluble model of a Non-Equilibrium Steady State: the van Kampen objection and other lessons
by: Kapustin, Anton
Published: (2024)

Extending Chaos Theory: The Role of Nonlinearity in Multiple Mappings
by: Alvarez, Illych
Published: (2024)

DyMixOp: A Neural Operator Designed from a Complex Dynamics Perspective with Local-Global Mixing for Solving PDEs
by: Lai, Pengyu, et al.
Published: (2025)

Nonlinear dynamics and chaos in dissipative optical trimers with complex couplings
by: Hizanidis, Johanne, et al.
Published: (2024)

Chaotic Switching In The Minimal Pendula Network
by: Ebrahimzadeh, Pezhman, et al.
Published: (2026)

Bifurcations and Intermittency in Coupled Dissipative Kicked Rotors
by: Yan, Jin
Published: (2025)