KGMM: A K-means Clustering Approach to Gaussian Mixture Modeling for Score Function Estimation
Fuente:
arXiv
Saved in:
| Main Authors: | Giorgini, Ludovico T., Bischoff, Tobias, Souza, Andre N. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Statistical Parameter Calibration via the Generalized Fluctuation Dissipation Theorem and Generative Modeling
by: Giorgini, Ludovico T., et al.
Published: (2025)
by: Giorgini, Ludovico T., et al.
Published: (2025)
Reduced-Order Modeling of Cyclo-Stationary Time Series Using Score-Based Generative Methods
by: Giorgini, Ludovico Theo, et al.
Published: (2025)
by: Giorgini, Ludovico Theo, et al.
Published: (2025)
Score-Based Modeling of Effective Langevin Dynamics
by: Giorgini, Ludovico Theo
Published: (2025)
by: Giorgini, Ludovico Theo
Published: (2025)
Conditional Score-Based Modeling of Effective Langevin Dynamics
by: Giorgini, Ludovico T.
Published: (2026)
by: Giorgini, Ludovico T.
Published: (2026)
Integrating Score-Based Generative Modeling and Neural ODEs for Accurate Representation of Multiscale Chaotic Dynamics
by: Del Felice, Giulio, et al.
Published: (2025)
by: Del Felice, Giulio, et al.
Published: (2025)
Reduced Markovian Models of Dynamical Systems
by: Giorgini, Ludovico Theo, et al.
Published: (2023)
by: Giorgini, Ludovico Theo, et al.
Published: (2023)
Predicting Forced Responses of Probability Distributions via the Fluctuation-Dissipation Theorem and Generative Modeling
by: Giorgini, Ludovico T., et al.
Published: (2025)
by: Giorgini, Ludovico T., et al.
Published: (2025)
Learning dissipation and instability fields from chaotic dynamics
by: Giorgini, Ludovico T, et al.
Published: (2025)
by: Giorgini, Ludovico T, et al.
Published: (2025)
A taxonomy for generalized synchronization between flat-coupled systems
by: Letellier, Christophe, et al.
Published: (2024)
by: Letellier, Christophe, et al.
Published: (2024)
Taming Cluster Synchronization
by: Tomaselli, Cinzia, et al.
Published: (2024)
by: Tomaselli, Cinzia, et al.
Published: (2024)
A reduced-order mean-field synchronization model for thermoacoustic systems
by: Nakade, Rohan K., et al.
Published: (2025)
by: Nakade, Rohan K., et al.
Published: (2025)
On the dynamical and statistical properties of a quartic mean-field Hamiltonian model
by: Sales, Matheus Rolim, et al.
Published: (2026)
by: Sales, Matheus Rolim, et al.
Published: (2026)
SVD-based Causal Emergence for Gaussian Iterative Systems
by: Liu, Kaiwei, et al.
Published: (2025)
by: Liu, Kaiwei, et al.
Published: (2025)
Unstable Limit Cycles Estimation from Small Perturbations: A Model-Free Approach
by: Habib, Giuseppe
Published: (2024)
by: Habib, Giuseppe
Published: (2024)
From synthetic turbulence to true solutions: A deep diffusion model for discovering periodic orbits in the Navier-Stokes equations
by: Parker, Jeremy P, et al.
Published: (2026)
by: Parker, Jeremy P, et al.
Published: (2026)
Redundant and synergistic interactions in a complex network of single-transistor electronic chaotic oscillators and in neurophysiological recordings
by: Barà, Chiara, et al.
Published: (2025)
by: Barà, Chiara, et al.
Published: (2025)
The Gaussian Kicked Rotor: Periodic forcing with finite-width pulses and the role of shifting the kick
by: Berkheim, Jonathan, et al.
Published: (2024)
by: Berkheim, Jonathan, et al.
Published: (2024)
Data-driven guessing and gluing of unstable periodic orbits
by: Beck, Pierre, et al.
Published: (2024)
by: Beck, Pierre, et al.
Published: (2024)
Anticipated synchronization in systems with distributed delay
by: del Campo, David Ortiz, et al.
Published: (2026)
by: del Campo, David Ortiz, et al.
Published: (2026)
Self-Replication of Turbulent Puffs: On the edge between chaotic saddles
by: Svirsky, Anton, et al.
Published: (2025)
by: Svirsky, Anton, et al.
Published: (2025)
Extreme Events in the Higgs Oscillator: A Dynamical Study and Forecasting Approach
by: M, Wasif Ahamed, et al.
Published: (2025)
by: M, Wasif Ahamed, et al.
Published: (2025)
AI-Driven Control of Chaos: A Transformer-Based Approach for Dynamical Systems
by: Valle, David, et al.
Published: (2024)
by: Valle, David, et al.
Published: (2024)
Master Stability Functions of Networks of Izhikevich Neurons
by: Aristides, Raul P., et al.
Published: (2023)
by: Aristides, Raul P., et al.
Published: (2023)
The topology of a chaotic attractor in the Kuramoto-Sivashinsky equation
by: Abadie, Marie, et al.
Published: (2024)
by: Abadie, Marie, et al.
Published: (2024)
Using correlation diagrams to study the vibrational spectrum of highly nonlinear floppy molecules: The K-CN case
by: Párraga, H., et al.
Published: (2026)
by: Párraga, H., et al.
Published: (2026)
Communities for the Lagrangian Dynamics of the Turbulent Velocity Gradient Tensor: A Network Participation Approach
by: Keylock, Christopher J., et al.
Published: (2024)
by: Keylock, Christopher J., et al.
Published: (2024)
Transient chaos and Rayleigh particle escape out of a time modulated optical trap
by: Bulgakov, E. N., et al.
Published: (2025)
by: Bulgakov, E. N., et al.
Published: (2025)
From Hyperbolic to Non-Hyperbolic Open Billiards: An Entropy and Scaling Law Approach
by: Haerter, P., et al.
Published: (2025)
by: Haerter, P., et al.
Published: (2025)
Improved Stability Estimates and Flight Time Predictions Using Higher-Order Transverse Discontinuity Mapping in Hybrid Dynamical Systems
by: Chawla, Rohit, et al.
Published: (2022)
by: Chawla, Rohit, et al.
Published: (2022)
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)
by: Ribeiro, A, et al.
Published: (2025)
Retrodicting Chaotic Systems: An Algorithmic Information Theory Approach
by: Dingle, Kamal, et al.
Published: (2025)
by: Dingle, Kamal, et al.
Published: (2025)
Transport and scaling analysis in the relativistic Standard map
by: Livorati, André L. P., et al.
Published: (2026)
by: Livorati, André L. P., et al.
Published: (2026)
Stability of a Parametrically Driven, Coupled Oscillator System: An Auxillary Function Method Approach
by: McMillan, Andrew, et al.
Published: (2021)
by: McMillan, Andrew, et al.
Published: (2021)
Solver-in-the-loop approach to closure of shell models of turbulence
by: Freitas, André, et al.
Published: (2024)
by: Freitas, André, et al.
Published: (2024)
A Novel Approach for Estimating Largest Lyapunov Exponents in One-Dimensional Chaotic Time Series Using Machine Learning
by: Velichko, A., et al.
Published: (2025)
by: Velichko, A., et al.
Published: (2025)
Estimating the Resilience of Non-Stationary Systems
by: Smith, Taylor, et al.
Published: (2026)
by: Smith, Taylor, et al.
Published: (2026)
Laminar chaos in systems with random and chaotically time-varying delay
by: Müller-Bender, David, et al.
Published: (2025)
by: Müller-Bender, David, et al.
Published: (2025)
Bistable soliton optical frequency combs in a second harmonic generation Kerr cavity
by: Talenti, Francesco Rinaldo, et al.
Published: (2025)
by: Talenti, Francesco Rinaldo, et al.
Published: (2025)
Jacobian determinant as a deformation field in static billiards
by: da Fonseca, Anne Kétri P., et al.
Published: (2026)
by: da Fonseca, Anne Kétri P., et al.
Published: (2026)
Hierarchical fragmentation of regular islands in a discontinuous nontwist map
by: Sales, Matheus Rolim, et al.
Published: (2026)
by: Sales, Matheus Rolim, et al.
Published: (2026)
Similar Items
-
Statistical Parameter Calibration via the Generalized Fluctuation Dissipation Theorem and Generative Modeling
by: Giorgini, Ludovico T., et al.
Published: (2025) -
Reduced-Order Modeling of Cyclo-Stationary Time Series Using Score-Based Generative Methods
by: Giorgini, Ludovico Theo, et al.
Published: (2025) -
Score-Based Modeling of Effective Langevin Dynamics
by: Giorgini, Ludovico Theo
Published: (2025) -
Conditional Score-Based Modeling of Effective Langevin Dynamics
by: Giorgini, Ludovico T.
Published: (2026) -
Integrating Score-Based Generative Modeling and Neural ODEs for Accurate Representation of Multiscale Chaotic Dynamics
by: Del Felice, Giulio, et al.
Published: (2025)