Pierre Gentine
Scholar

Pierre Gentine

Google Scholar ID: 1KXRphAAAAAJ
Professor @ Columbia University - Director NSF LEAP STC
climate changeclimate modelingecohydrologymachine learning
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Citations & Impact
All-time
Citations
23,828
 
H-index
77
 
i10-index
234
 
Publications
20
 
Co-authors
189
list available
Contact
Emailpg2328@columbia.eduCVOpen ↗
Publications
15 items
Wavelet Flow Matching for Multi-Scale Physics Emulation
2026
Cited
0
In-context learning to predict critical transitions in dynamical systems
2026
Cited
0
Earth-o1: A Grid-free Observation-native Atmospheric World Model
2026
Cited
0
Physics-Constrained Adaptive Flow Matching for Climate Downscaling
2026
Cited
0
Accurate and Efficient Hybrid-Ensemble Atmospheric Data Assimilation in Latent Space with Uncertainty Quantification
2026
Cited
0
Crowdsourcing the Frontier: Advancing Hybrid Physics-ML Climate Simulation via $50,000 Kaggle Competition
2025
Cited
0
Incorporating Multivariate Consistency in ML-Based Weather Forecasting with Latent-space Constraints
2025
Cited
0
PnP-DA: Towards Principled Plug-and-Play Integration of Variational Data Assimilation and Generative Models
2025
Cited
0
Resume (English only)
Co-authors
189 total
Michael S. Pritchard
Michael S. Pritchard
Director of Climate Simulation Research, NVIDIA Research
Co-author 2
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Co-author 5
Co-author 5
Tom Beucler
Tom Beucler
Assistant Professor, University of Lausanne
Co-author 7
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Co-author 8