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Pierre Gentine

Learning Through an Expanded Arts Program (per OpenAlex) · ORCID · OpenAlex

20 papers in scope · 19 published · 1 on the econ.EM arXiv · 1,003 citations · h-index 9 (over the papers listed here)

Papers

(1 of 20)

Pre-averaging fractional processes contaminated by noise, with an application to turbulence
published2025 · Journal of Applied Probability · 3 citations · first circulated 2022
with David Chen, Yu Cheng, Carsten Chong, Wangdong Jia, Bryce J. Monier, Shiyang Shen
Journal of Applied Probability
Deep Koopman operators for causal discovery
published2025 · Communications Physics · 2 citations
with Juan Nathaniel, Carla Roesch, Jatan Buch, Derek DeSantis, Adam Rupe, Kara D. Lamb
Communications Physics
Catastrophic “hyperclustering” and recurrent losses: diagnosing U.S. flood insurance insolvency triggers
published2025 · npj natural hazards. · 4 citations
with Adam Nayak, Mengjie Zhang, Upmanu Lall
npj natural hazards.
Author Correction: Comparing storm resolving models and climates via unsupervised machine learning
published2024 · Scientific Reports
with Griffin Mooers, Mike Pritchard, Tom Beucler, Prakhar Srivastava, Harshini Mangipudi, Liran Peng, Stephan Mandt
Scientific Reports
Comparing storm resolving models and climates via unsupervised machine learning
published2023 · Scientific Reports · 16 citations · first circulated 2022
with Griffin Mooers, Mike Pritchard, Tom Beucler, Prakhar Srivastava, Harshini Mangipudi, Liran Peng, Stephan Mandt
Scientific Reports
Zero-shot learning of aerosol optical properties with graph neural networks
published2023 · Scientific Reports · 8 citations · first circulated 2021
with Kara D. Lamb
Scientific Reports
Differentiable modelling to unify machine learning and physical models for geosciences
published2023 · Nature Reviews Earth & Environment · 405 citations
with Chaopeng Shen, Alison Appling, Toshiyuki Bandai, Hoshin V. Gupta, Alexandre M. Tartakovsky, Marco Baity-Jesi, Fabrizio Fenicia, Daniel Kifer, Li Li, Xiaofeng Liu, Wei Ren, Yi Zheng, …
Nature Reviews Earth & Environment
Inappropriateness of space-for-time and variability-for-time approaches to infer future dryland productivity changes
published2022 · Frontiers in Environmental Science · 5 citations
with Weiwei Zhan, Xu Lian, Jiangong Liu
Frontiers in Environmental Science
Carbon Monitor-Power: near-real-time monitoring of global power generation on hourly to daily scales
working paper2022 · arXiv · 1 citations
with Biqing Zhu, Xuanren Song, Zhu Deng, Wenli Zhao, Da Huo, Taochun Sun, Piyu Ke, Duo Cui, Chenxi Lu, Haiwang Zhong, Chaopeng Hong, Jian Qiu, …
Paper profile arXiv arXiv:2209.06086
Cover Image, Volume 1436, Issue 1
published2019 · Annals of the New York Academy of Sciences
with Diego G. Miralles, Sonia I. Seneviratne, Adriaan J. Teuling
Annals of the New York Academy of Sciences
Climate Classification is an Important Factor in Assessing Hospital Performance Metrics
published2017 · AGUFM
with Mary Regina Boland, Pradipta Parhi, Nicholas P. Tatonetti
no link
Climate Classification is an Important Factor in Assessing Quality-of-Care Across Hospitals
published2017 · Scientific Reports · 19 citations
with Mary Regina Boland, Pradipta Parhi, Nicholas P. Tatonetti
Scientific Reports
Impact of surface heat flux on cold pool dynamics
published2015 · AGUFM
no link
Resolving Contrasting Regional Rainfall Responses to El Niño over Tropical Africa
published2015 · Journal of Climate · 58 citations
with Pradipta Parhi, Alessandra Giannini, Upmanu Lall
Journal of Climate
Interannual Coupling between Summertime Surface Temperature and Precipitation over Land: Processes and Implications for Climate Change*
published2014 · Journal of Climate · 209 citations
with Alexis Berg, Benjamin R. Lintner, Kirsten Findell, Sonia I. Seneviratne, Bart van den Hurk, Agnès Ducharne, Frédérique Cheruy, Stefan Hagemann, David M. Lawrence, Sergey Malyshev, H. E. Markus Meier
Journal of Climate
Impact of Soil Moisture–Atmosphere Interactions on Surface Temperature Distribution
published2014 · Journal of Climate · 206 citations
with Alexis Berg, Benjamin R. Lintner, Kirsten L. Findell, Sergey Malyshev, Paul C. Loikith
Journal of Climate
Radiative–Convective Equilibrium over a Land Surface
published2014 · Journal of Climate · 16 citations
with Nicolas Rochetin, Benjamin R. Lintner, Kirsten L. Findell, Adam H. Sobel
Journal of Climate
Toward a unified stochastic representation of dry, shallow and deep convection
published2013 · AGUFM
with Fabio D’Andrea, Benjamin R. Lintner, Alan K. Betts
no link
Neural Network–Based Sensitivity Analysis of Summertime Convection over the Continental United States
published2013 · Journal of Climate · 18 citations
with Filipe Aires, Kirsten L. Findell, Benjamin R. Lintner, Christopher Kerr
Journal of Climate
An Idealized Prototype for Large-Scale Land–Atmosphere Coupling
published2012 · Journal of Climate · 33 citations
with Benjamin R. Lintner, Kirsten L. Findell, Fabio D’Andrea, Adam H. Sobel, Guido D. Salvucci
Journal of Climate

Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.