Towards extreme event prediction of turbulent flows with quantized local reduced-order models
Fuente:
arXiv
Guardado en:
| Autores principales: | Colanera, Antonio, Magri, Luca |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Adjoint-based optimization with quantized local reduced-order models for spatiotemporally chaotic systems
por: Ozan, Defne E., et al.
Publicado: (2026)
por: Ozan, Defne E., et al.
Publicado: (2026)
Quantized local reduced-order modeling in time (ql-ROM)
por: Colanera, Antonio, et al.
Publicado: (2025)
por: Colanera, Antonio, et al.
Publicado: (2025)
Precursors of extreme events and critical transitions
por: Consonni, Riccardo, et al.
Publicado: (2026)
por: Consonni, Riccardo, et al.
Publicado: (2026)
Extreme statistics and extreme events in dynamical models of turbulence
por: de Wit, Xander M., et al.
Publicado: (2024)
por: de Wit, Xander M., et al.
Publicado: (2024)
Reconstruction of three-dimensional turbulent flows from sparse and noisy planar measurements: A weight-sharing neural network approach
por: Mo, Yaxin, et al.
Publicado: (2025)
por: Mo, Yaxin, et al.
Publicado: (2025)
Deterministic diffusion models for Lagrangian turbulence: robustness and encoding of extreme events
por: Li, Tianyi, et al.
Publicado: (2025)
por: Li, Tianyi, et al.
Publicado: (2025)
Train yourself: self-compressing reduced-order models of turbulent flows
por: Addison-Smith, Ian, et al.
Publicado: (2025)
por: Addison-Smith, Ian, et al.
Publicado: (2025)
Orbital cluster-based network modelling
por: Colanera, Antonio, et al.
Publicado: (2024)
por: Colanera, Antonio, et al.
Publicado: (2024)
Universality of extreme events in turbulent flows
por: Buaria, Dhawal, et al.
Publicado: (2024)
por: Buaria, Dhawal, et al.
Publicado: (2024)
Quantum machine learning for efficient reduced order modelling of turbulent flows
por: Li, Han, et al.
Publicado: (2025)
por: Li, Han, et al.
Publicado: (2025)
Hierarchy of extreme-event predictability in turbulence revealed by machine learning
por: Yang, Yuxuan, et al.
Publicado: (2026)
por: Yang, Yuxuan, et al.
Publicado: (2026)
Stochastic reduced-order Koopman model for turbulent flows
por: Chu, Tianyi, et al.
Publicado: (2025)
por: Chu, Tianyi, et al.
Publicado: (2025)
An accuracy-enhanced transonic flow prediction method fusing deep learning and reduced-order model
por: Jia, Xuyi, et al.
Publicado: (2023)
por: Jia, Xuyi, et al.
Publicado: (2023)
Hard-constrained neural networks for modelling nonlinear acoustics
por: Ozan, Defne Ege, et al.
Publicado: (2023)
por: Ozan, Defne Ege, et al.
Publicado: (2023)
Elastoinertial turbulence: Data-driven reduced-order model based on manifold dynamics
por: Kumar, Manish, et al.
Publicado: (2024)
por: Kumar, Manish, et al.
Publicado: (2024)
An assessment of event-based imaging velocimetry for efficient estimation of low-dimensional coordinates in turbulent flows
por: Franceschelli, Luca, et al.
Publicado: (2024)
por: Franceschelli, Luca, et al.
Publicado: (2024)
Space-time nonlinear reduced-order modelling for unsteady flows
por: Li, Xiaodong, et al.
Publicado: (2025)
por: Li, Xiaodong, et al.
Publicado: (2025)
Reconstructing unsteady flows from sparse, noisy measurements with a physics-constrained convolutional neural network
por: Mo, Yaxin, et al.
Publicado: (2024)
por: Mo, Yaxin, et al.
Publicado: (2024)
Exploring Bayesian olfactory search in realistic turbulent flows
por: Heinonen, Robin A., et al.
Publicado: (2025)
por: Heinonen, Robin A., et al.
Publicado: (2025)
Quantum Computing for nonlinear differential equations and turbulence
por: Tennie, Felix, et al.
Publicado: (2024)
por: Tennie, Felix, et al.
Publicado: (2024)
Data-driven Koopman operator predictions of turbulent dynamics in models of shear flows
por: Constante-Amores, C. Ricardo, et al.
Publicado: (2024)
por: Constante-Amores, C. Ricardo, et al.
Publicado: (2024)
Turbulence suppression in plane Couette flow using reduced-order models
por: Maia, Igor A., et al.
Publicado: (2024)
por: Maia, Igor A., et al.
Publicado: (2024)
State-dependent convergence of Galerkin-based reduced-order models for Couette flow
por: Zong, Zilin, et al.
Publicado: (2025)
por: Zong, Zilin, et al.
Publicado: (2025)
High-order thread-safe lattice Boltzmann model for HPC turbulent flow simulations
por: Montessori, Andrea, et al.
Publicado: (2024)
por: Montessori, Andrea, et al.
Publicado: (2024)
Effects of appendages on the turbulence and flow noise of a submarine model using high-order scheme
por: Jiang, Peng, et al.
Publicado: (2025)
por: Jiang, Peng, et al.
Publicado: (2025)
Optimal trajectories for Bayesian olfactory search in turbulent flows: the low information limit and beyond
por: Heinonen, Robin A., et al.
Publicado: (2024)
por: Heinonen, Robin A., et al.
Publicado: (2024)
Data-driven computation of adjoint sensitivities without adjoint solvers: An application to thermoacoustics
por: Ozan, Defne E., et al.
Publicado: (2024)
por: Ozan, Defne E., et al.
Publicado: (2024)
Scale locality of information flow in shell models of turbulence
por: Tanogami, Tomohiro
Publicado: (2024)
por: Tanogami, Tomohiro
Publicado: (2024)
Multi-scale invariant solutions in plane Couette flow: a reduced-order model approach
por: McCormack, Matthew, et al.
Publicado: (2023)
por: McCormack, Matthew, et al.
Publicado: (2023)
Online model learning with data-assimilated reservoir computers
por: Nóvoa, Andrea, et al.
Publicado: (2025)
por: Nóvoa, Andrea, et al.
Publicado: (2025)
How small droplets form in turbulent multiphase flows
por: Crialesi-Esposito, Marco, et al.
Publicado: (2024)
por: Crialesi-Esposito, Marco, et al.
Publicado: (2024)
Dissecting coherent motions in extreme wall shear stress events within adverse pressure gradient turbulent boundary layers
por: Silva, Leandro J. O., et al.
Publicado: (2025)
por: Silva, Leandro J. O., et al.
Publicado: (2025)
Tensor network reduced order models for wall-bounded flows
por: Kiffner, Martin, et al.
Publicado: (2023)
por: Kiffner, Martin, et al.
Publicado: (2023)
Lagrangian analysis of turbulent blood flow in the human left heart
por: Guglietta, Fabio, et al.
Publicado: (2025)
por: Guglietta, Fabio, et al.
Publicado: (2025)
Projection-based reduced order modeling and data-driven artificial viscosity closures for incompressible fluid flows
por: Prakash, Aviral, et al.
Publicado: (2024)
por: Prakash, Aviral, et al.
Publicado: (2024)
Role of elasto-inertial turbulence in viscoelastic drag-reducing turbulence
por: Wenhua, Zhang, et al.
Publicado: (2021)
por: Wenhua, Zhang, et al.
Publicado: (2021)
A predictive model for bubble-particle collisions in turbulence
por: Chan, Timothy T. K., et al.
Publicado: (2025)
por: Chan, Timothy T. K., et al.
Publicado: (2025)
Parametric reduced-order modeling and mode sensitivity of actuated cylinder flow from a matrix manifold perspective
por: Sato, Shintaro, et al.
Publicado: (2025)
por: Sato, Shintaro, et al.
Publicado: (2025)
Triggering of extreme events and coherent-structure modulation in wall-turbulence under cyclostationary forces
por: Xu, Ao, et al.
Publicado: (2026)
por: Xu, Ao, et al.
Publicado: (2026)
Control-oriented cluster-based reduced-order modelling
por: Olivucci, Paolo, et al.
Publicado: (2026)
por: Olivucci, Paolo, et al.
Publicado: (2026)
Ejemplares similares
-
Adjoint-based optimization with quantized local reduced-order models for spatiotemporally chaotic systems
por: Ozan, Defne E., et al.
Publicado: (2026) -
Quantized local reduced-order modeling in time (ql-ROM)
por: Colanera, Antonio, et al.
Publicado: (2025) -
Precursors of extreme events and critical transitions
por: Consonni, Riccardo, et al.
Publicado: (2026) -
Extreme statistics and extreme events in dynamical models of turbulence
por: de Wit, Xander M., et al.
Publicado: (2024) -
Reconstruction of three-dimensional turbulent flows from sparse and noisy planar measurements: A weight-sharing neural network approach
por: Mo, Yaxin, et al.
Publicado: (2025)