Data-driven reconstruction of band dispersion and quantum geometry via Koopman dynamical mode decomposition
Fuente:
arXiv
Saved in:
| Main Authors: | Pan, Yiming, He, Jinze, Yang, Jiapeng, Fan, Zhiwei |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Data-driven quantum Koopman method for simulating nonlinear dynamics
by: Zhang, Baoyang, et al.
Published: (2025)
by: Zhang, Baoyang, et al.
Published: (2025)
Data-driven sparse modeling and decomposition for superspreading-wetting dynamics of a droplet
by: Fukami, Kai, et al.
Published: (2026)
by: Fukami, Kai, et al.
Published: (2026)
Quantum-inspired space-time PDE solver and dynamic mode decomposition
by: Peddinti, Raghavendra Dheeraj, et al.
Published: (2025)
by: Peddinti, Raghavendra Dheeraj, et al.
Published: (2025)
PyDMD: A Python package for robust dynamic mode decomposition
by: Ichinaga, Sara M., et al.
Published: (2024)
by: Ichinaga, Sara M., et al.
Published: (2024)
Fast prediction of plasma instabilities with sparse-grid-accelerated optimized dynamic mode decomposition
by: Gill, Kevin, et al.
Published: (2025)
by: Gill, Kevin, et al.
Published: (2025)
Event Soliton Formation in Mixed Energy-Momentum Gaps of Nonlinear Spacetime Crystals
by: Zhang, Liang, et al.
Published: (2025)
by: Zhang, Liang, et al.
Published: (2025)
Singular flat bands in three dimensions: Landau level spreading, quantum geometry, and Weyl reconstruction
by: Kawakami, Takuto, et al.
Published: (2025)
by: Kawakami, Takuto, et al.
Published: (2025)
Two self-starting single-solve third-order explicit integration algorithms for second-order nonlinear dynamics
by: Yaokun, Liu, et al.
Published: (2025)
by: Yaokun, Liu, et al.
Published: (2025)
Exponential Separation of Quantum and Classical One-Way Numbers-on-Forehead Communication
by: Yang, Guangxu, et al.
Published: (2026)
by: Yang, Guangxu, et al.
Published: (2026)
Quantum versus Classical Separation in Simultaneous Number-on-Forehead Communication
by: Yang, Guangxu, et al.
Published: (2025)
by: Yang, Guangxu, et al.
Published: (2025)
Quantum geometry in the dynamics of band-projected operators
by: Xu, Chen, et al.
Published: (2025)
by: Xu, Chen, et al.
Published: (2025)
Connectivity matters: Impact of bath modes ordering and geometry in open quantum system simulation with Tensor Network States
by: Lacroix, Thibaut, et al.
Published: (2024)
by: Lacroix, Thibaut, et al.
Published: (2024)
Quantum algorithm for the advection-diffusion equation and the Koopman-von Neumann approach to nonlinear dynamical systems
by: Novikau, Ivan, et al.
Published: (2024)
by: Novikau, Ivan, et al.
Published: (2024)
Structured force reformulation of many-body dispersion: towards effective atom--atom decomposition and surrogate modeling
by: Shen, Zhaoxiang, et al.
Published: (2026)
by: Shen, Zhaoxiang, et al.
Published: (2026)
Predicting quantum ground-state energy by data-driven Koopman analysis of variational parameter nonlinear dynamics
by: Okuma, Nobuyuki
Published: (2026)
by: Okuma, Nobuyuki
Published: (2026)
Artificial-intelligence-based surrogate solution of dissipative quantum dynamics: physics-informed reconstruction of the universal propagator
by: Zhang, Jiaji, et al.
Published: (2024)
by: Zhang, Jiaji, et al.
Published: (2024)
Forecasting long-time dynamics in quantum many-body systems by dynamic mode decomposition
by: Kaneko, Ryui, et al.
Published: (2024)
by: Kaneko, Ryui, et al.
Published: (2024)
The geodesic dispersion phenomenon in random fields dynamics
by: Levada, Alexandre L. M.
Published: (2024)
by: Levada, Alexandre L. M.
Published: (2024)
Floquet quantum geometry in periodically driven topological insulators
by: He, Peng, et al.
Published: (2026)
by: He, Peng, et al.
Published: (2026)
Koopman for stochastic dynamics: error bounds for kernel extended dynamic mode decomposition
by: Hertel, Maximiliano, et al.
Published: (2025)
by: Hertel, Maximiliano, et al.
Published: (2025)
Hamiltonian dynamics for stochastic reconstruction in emission tomography
by: Leontiou, T., et al.
Published: (2026)
by: Leontiou, T., et al.
Published: (2026)
PYSED: A tool for extracting kinetic-energy-weighted phonon dispersion and lifetime from molecular dynamics simulations
by: Liang, Ting, et al.
Published: (2025)
by: Liang, Ting, et al.
Published: (2025)
Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator
by: Zeng, Zhexuan, et al.
Published: (2024)
by: Zeng, Zhexuan, et al.
Published: (2024)
Predicting open quantum dynamics with data-informed quantum-classical dynamics
by: Xie, Pinchen, et al.
Published: (2025)
by: Xie, Pinchen, et al.
Published: (2025)
Data-driven model reconstruction for nonlinear wave dynamics
by: Smolina, Ekaterina, et al.
Published: (2024)
by: Smolina, Ekaterina, et al.
Published: (2024)
Quantum Lovász Local Lemma: Shearer's Bound is Tight
by: He, Kun, et al.
Published: (2018)
by: He, Kun, et al.
Published: (2018)
Hydroxylation-driven surface reconstruction at the origin of compressive-to-tensile stress transition in metal oxide nanoparticles
by: Hu, Yang, et al.
Published: (2025)
by: Hu, Yang, et al.
Published: (2025)
Information geometry of nonmonotonic quantum natural gradient
by: Miyahara, Hideyuki
Published: (2025)
by: Miyahara, Hideyuki
Published: (2025)
Data-driven learning of non-Markovian quantum dynamics
by: Goodwin, Samuel, et al.
Published: (2026)
by: Goodwin, Samuel, et al.
Published: (2026)
A data driven Koopman-Schur decomposition for computational analysis of nonlinear dynamics
by: Drmač, Zlatko, et al.
Published: (2023)
by: Drmač, Zlatko, et al.
Published: (2023)
Data-driven uncertainty-aware seakeeping prediction of the Delft 372 catamaran using ensemble Hankel dynamic mode decomposition
by: Palma, Giorgio, et al.
Published: (2025)
by: Palma, Giorgio, et al.
Published: (2025)
Local Hamiltonian decomposition and classical simulation of parametrized quantum circuits
by: Adhikari, Bibhas, et al.
Published: (2024)
by: Adhikari, Bibhas, et al.
Published: (2024)
Thermal and thermoelectric transport in flat bands with non-trivial quantum geometry
by: Wen, Kevin, et al.
Published: (2025)
by: Wen, Kevin, et al.
Published: (2025)
Monte Carlo approach for finding optimally controlled quantum gates with differential geometry
by: da Silva, Adonai Hilário, et al.
Published: (2025)
by: da Silva, Adonai Hilário, et al.
Published: (2025)
Fractional quantization by interaction of arbitrary strength in gapless flat bands with divergent quantum geometry
by: Yang, Wenqi, et al.
Published: (2025)
by: Yang, Wenqi, et al.
Published: (2025)
Exact decomposition of non-Markovian dynamics in open quantum systems
by: Ivanchenkoa, Mariia, et al.
Published: (2024)
by: Ivanchenkoa, Mariia, et al.
Published: (2024)
Data-driven construction of a generalized kinetic collision operator from molecular dynamics
by: Zhao, Yue, et al.
Published: (2025)
by: Zhao, Yue, et al.
Published: (2025)
Quantum geometry and bounds on dissipation in slowly driven quantum systems
by: Esin, Iliya, et al.
Published: (2023)
by: Esin, Iliya, et al.
Published: (2023)
Finite basis Kolmogorov-Arnold networks: domain decomposition for data-driven and physics-informed problems
by: Howard, Amanda A., et al.
Published: (2024)
by: Howard, Amanda A., et al.
Published: (2024)
On-the-fly reparametrization of pairwise dispersion interactions for accurate and efficient molecular dynamics: Phase diagram of white phosphorus
by: Muhli, Heikki, et al.
Published: (2024)
by: Muhli, Heikki, et al.
Published: (2024)
Similar Items
-
Data-driven quantum Koopman method for simulating nonlinear dynamics
by: Zhang, Baoyang, et al.
Published: (2025) -
Data-driven sparse modeling and decomposition for superspreading-wetting dynamics of a droplet
by: Fukami, Kai, et al.
Published: (2026) -
Quantum-inspired space-time PDE solver and dynamic mode decomposition
by: Peddinti, Raghavendra Dheeraj, et al.
Published: (2025) -
PyDMD: A Python package for robust dynamic mode decomposition
by: Ichinaga, Sara M., et al.
Published: (2024) -
Fast prediction of plasma instabilities with sparse-grid-accelerated optimized dynamic mode decomposition
by: Gill, Kevin, et al.
Published: (2025)