Juan Nathaniel
Scholar

Juan Nathaniel

Google Scholar ID: CIPv2JQAAAAJ
PhD Student, Columbia University
probabilistic machine learningchaotic systemsclimate dynamics
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
115
 
H-index
5
 
i10-index
5
 
Publications
12
 
Co-authors
0
 
Contact
Emailjn2808@columbia.eduCVOpen ↗TwitterOpen ↗GitHubOpen ↗
Publications
4 items
Accurate and Efficient Hybrid-Ensemble Atmospheric Data Assimilation in Latent Space with Uncertainty Quantification
2026
Cited
0
CausalDynamics: A large-scale benchmark for structural discovery of dynamical causal models
2025
Cited
0
Deep Koopman operator framework for causal discovery in nonlinear dynamical systems
2025
Cited
0
Generative emulation of chaotic dynamics with coherent prior
2025
Cited
0
Resume (English only)
Co-authors
0 total
Co-authors: 0 (list not available)