2026
Opportunity

We are excited to share a new opportunity at the Simons Center for Computational Geophysical Flows! The Center is hiring Simons Center Postdoctoral Fellows with a background in machine learning, computer science, engineering, physical science, applied mathematics, atmosphere/ocean science, or related technical discipline.

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2026
New paper

Jangho Lee and Sara Shamekh publish in Machine Learning: Earth — How far can we downscale? Resolution limits and physical interpretability of diffusion models for African precipitation.

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2026
New paper

Sara Shamekh, Pedro Angulo-Umana, and Paul A. O'Gorman publish in the Journal of the Atmospheric Sciences — Data-Driven Modeling of Stratiform and Convective Rain Area.

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2026
Conference

Matthieu Blanke is presenting a poster at ICLR — Strictly Constrained Generative Modeling via Split Augmented Langevin Sampling.

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2025
New member

Jangho Lee joins the group as a postdoctoral researcher. Jangho will work on downscaling climate data over Africa.

2025
New paper

New paper by Renaud Falga is available on arXiv. Towards a Unified Data-Driven Boundary Layer Momentum Flux Parameterization for Ocean and Atmosphere

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2025
New paper

Sara Shamekh's paper is available online. Data-driven Modeling of Stratiform and Convective Rain Area

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2025
Conference

Anurup Naskar will present his work on ARM data retrieval at NeurIPS 2025.

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We welcome motivated students and researchers with backgrounds in atmospheric science, applied mathematics, statistics, or related fields. If you are interested in joining, please reach out with a brief description of your background and interests.

Undergraduate and master's research

Open

We occasionally host undergraduate and master's students for research projects. Feel free to get in touch if you are interested.

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