A mathematical framework for dynamic emergent constraints in climate science
Fuente:
arXiv
Saved in:
| Main Authors: | Ragone, Francesco, Lucarini, Valerio |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Limits to predictability of the asymptotic state of the Atlantic Meridional Overturning Circulation in a conceptual climate model
by: Mehling, Oliver, et al.
Published: (2023)
by: Mehling, Oliver, et al.
Published: (2023)
Linear Response and Optimal Fingerprinting for Nonautonomous Systems
by: Lucarini, Valerio
Published: (2026)
by: Lucarini, Valerio
Published: (2026)
A data-driven framework for dimensionality reduction and causal inference in climate fields
by: Falasca, Fabrizio, et al.
Published: (2023)
by: Falasca, Fabrizio, et al.
Published: (2023)
Heterogeneity of the Attractor of the Lorenz '96 Model: Lyapunov Analysis, Unstable Periodic Orbits, and Shadowing Properties
by: Maiocchi, Chiara Cecilia, et al.
Published: (2023)
by: Maiocchi, Chiara Cecilia, et al.
Published: (2023)
A fluctuation-dissipation theorem perspective on radiative responses to temperature perturbations
by: Falasca, Fabrizio, et al.
Published: (2024)
by: Falasca, Fabrizio, et al.
Published: (2024)
Melancholia States of the Atlantic Meridional Overturning Circulation
by: Lohmann, Johannes, et al.
Published: (2024)
by: Lohmann, Johannes, et al.
Published: (2024)
Probing forced responses and causality in data-driven climate emulators: conceptual limitations and the role of reduced-order models
by: Falasca, Fabrizio
Published: (2025)
by: Falasca, Fabrizio
Published: (2025)
Thermodynamics and Statistical Equilibrium of Large-Scale Hydroelastic Wave Turbulence
by: Vernet, Marlone, et al.
Published: (2025)
by: Vernet, Marlone, et al.
Published: (2025)
Physics and causally constrained discrete-time neural models of turbulent dynamical systems
by: Falasca, Fabrizio, et al.
Published: (2026)
by: Falasca, Fabrizio, et al.
Published: (2026)
Collapse of statistical equilibrium in large-scale hydroelastic turbulent waves
by: Vernet, Marlone, et al.
Published: (2026)
by: Vernet, Marlone, et al.
Published: (2026)
Multistability and Intermediate Tipping of the Atlantic Ocean Circulation
by: Lohmann, Johannes, et al.
Published: (2023)
by: Lohmann, Johannes, et al.
Published: (2023)
Global stability of the Atlantic overturning circulation: Edge state, long transients and boundary crisis under CO$_2$ forcing
by: Börner, Reyk, et al.
Published: (2025)
by: Börner, Reyk, et al.
Published: (2025)
Quantifying the safe operating space for the Amazon rainforest under climate change and deforestation
by: Krönke, Jonathan, et al.
Published: (2026)
by: Krönke, Jonathan, et al.
Published: (2026)
Constructing efficient score functions for rare event simulation in high-dimensional ocean-climate models
by: Esclapez, Lucas, et al.
Published: (2026)
by: Esclapez, Lucas, et al.
Published: (2026)
Multifractal and recurrence measures from meteorological data of climate zones in India
by: Bejoy, Joshin John, et al.
Published: (2023)
by: Bejoy, Joshin John, et al.
Published: (2023)
Long-window tandem variational data assimilation methods for chaotic climate models tested with the Lorenz 63 system
by: Kennedy, Philip David, et al.
Published: (2024)
by: Kennedy, Philip David, et al.
Published: (2024)
A statistical physics and dynamical systems perspective on geophysical extreme events
by: Faranda, Davide, et al.
Published: (2023)
by: Faranda, Davide, et al.
Published: (2023)
Tipping detection using climate networks
by: Moinat, Laure, et al.
Published: (2024)
by: Moinat, Laure, et al.
Published: (2024)
Data-driven analysis of metastability in a stochastic bistable system
by: Banerjee, Ankan, et al.
Published: (2026)
by: Banerjee, Ankan, et al.
Published: (2026)
Alternative climatic steady states near the Permian-Triassic Boundary
by: Ragon, Charline, et al.
Published: (2024)
by: Ragon, Charline, et al.
Published: (2024)
Learning more physically realistic dynamics in machine-learning based weather forecasting with latent-space constraints
by: Fan, Hang, et al.
Published: (2025)
by: Fan, Hang, et al.
Published: (2025)
Recurrence analysis of meteorological data from climate zones in India
by: Bejoy, Joshin John, et al.
Published: (2023)
by: Bejoy, Joshin John, et al.
Published: (2023)
Impact of ageostrophic dynamics on the predictability of Lagrangian trajectories in surface-ocean turbulence
by: Maalouly, Michael, et al.
Published: (2024)
by: Maalouly, Michael, et al.
Published: (2024)
Gray Swan Factory: Making Extreme Events from Ordinary Cyclones
by: Hakim, Gregory J., et al.
Published: (2026)
by: Hakim, Gregory J., et al.
Published: (2026)
Long-term prediction of ENSO with physics-guided Deep Echo State Networks
by: Zhang, Zejing, et al.
Published: (2026)
by: Zhang, Zejing, et al.
Published: (2026)
Winter forecasting of September/October rainfall
by: Marcelja, Stjepan
Published: (2026)
by: Marcelja, Stjepan
Published: (2026)
Gibbs states and Brownian models for coexisting haze and cloud droplets
by: Gutiérrez, Manuel Santos, et al.
Published: (2024)
by: Gutiérrez, Manuel Santos, et al.
Published: (2024)
Causal dependencies and Shannon entropy budget -- Analysis of a reduced order atmospheric model
by: Vannitsem, Stéphane, et al.
Published: (2024)
by: Vannitsem, Stéphane, et al.
Published: (2024)
Forecasting seasonal rainfall in SE Australia using Empirical Orthogonal Functions and Neural Networks
by: Marcelja, Stjepan
Published: (2024)
by: Marcelja, Stjepan
Published: (2024)
Dynamical regimes of CCN activation in adiabatic air parcels
by: Gutiérrez, Manuel Santos, et al.
Published: (2024)
by: Gutiérrez, Manuel Santos, et al.
Published: (2024)
Contrasting different noise models for representing westerly wind bursts in a recharge oscillator model of ENSO
by: Gottwald, Georg A., et al.
Published: (2025)
by: Gottwald, Georg A., et al.
Published: (2025)
Topological Structure of the Cyclonic-Anticyclonic Interactions
by: Yadav, Himanshu, et al.
Published: (2025)
by: Yadav, Himanshu, et al.
Published: (2025)
Predictability of Global AI Weather Models
by: Kieu, Chanh
Published: (2024)
by: Kieu, Chanh
Published: (2024)
Testing the consistency of the resonant wave interaction approximation with simulated dynamics of idealized 2D internal wave fields
by: Bel, Golan, et al.
Published: (2022)
by: Bel, Golan, et al.
Published: (2022)
Regime change detection in irregularly sampled time series
by: Marwan, Norbert, et al.
Published: (2024)
by: Marwan, Norbert, et al.
Published: (2024)
Nonlinear interactions between the Amazon River basin and the Tropical North Atlantic at interannual timescales
by: Builes-Jaramillo, Alejandro, et al.
Published: (2025)
by: Builes-Jaramillo, Alejandro, et al.
Published: (2025)
Detecting and Attributing Change in Climate and Complex Systems: Foundations, Green's Functions, and Nonlinear Fingerprints
by: Lucarini, Valerio, et al.
Published: (2022)
by: Lucarini, Valerio, et al.
Published: (2022)
Predicting unobserved climate time series data at distant areas via spatial correlation using reservoir computing
by: Koyama, Shihori, et al.
Published: (2024)
by: Koyama, Shihori, et al.
Published: (2024)
Discovering the dynamics of \emph{Sargassum} rafts' centers of mass
by: Beron-Vera, Francisco J., et al.
Published: (2025)
by: Beron-Vera, Francisco J., et al.
Published: (2025)
Growth of small localized perturbations in Surface Quasi-Geostrophic turbulence
by: Valadão, V. J., et al.
Published: (2026)
by: Valadão, V. J., et al.
Published: (2026)
Similar Items
-
Limits to predictability of the asymptotic state of the Atlantic Meridional Overturning Circulation in a conceptual climate model
by: Mehling, Oliver, et al.
Published: (2023) -
Linear Response and Optimal Fingerprinting for Nonautonomous Systems
by: Lucarini, Valerio
Published: (2026) -
A data-driven framework for dimensionality reduction and causal inference in climate fields
by: Falasca, Fabrizio, et al.
Published: (2023) -
Heterogeneity of the Attractor of the Lorenz '96 Model: Lyapunov Analysis, Unstable Periodic Orbits, and Shadowing Properties
by: Maiocchi, Chiara Cecilia, et al.
Published: (2023) -
A fluctuation-dissipation theorem perspective on radiative responses to temperature perturbations
by: Falasca, Fabrizio, et al.
Published: (2024)