Scholar
Juan Nathaniel
Google Scholar ID: CIPv2JQAAAAJ
PhD Student, Columbia University
probabilistic machine learning
chaotic systems
climate dynamics
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Citations
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12
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jn2808@columbia.edu
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Publications
7 items
Koopman early warning signals for bifurcation and rate-induced tipping
2026
Cited
0
Wavelet Flow Matching for Multi-Scale Physics Emulation
2026
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0
In-context learning to predict critical transitions in dynamical systems
2026
Cited
0
Accurate and Efficient Hybrid-Ensemble Atmospheric Data Assimilation in Latent Space with Uncertainty Quantification
2026
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0
CausalDynamics: A large-scale benchmark for structural discovery of dynamical causal models
2025
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0
Deep Koopman operator framework for causal discovery in nonlinear dynamical systems
2025
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0
Generative emulation of chaotic dynamics with coherent prior
2025
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0
Resume (English only)
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Co-authors: 0 (list not available)
