Geo Intelligence.

AUTHOR RESEARCH

Pierre Gentine

Counts cover only published records on this website. Core authors are selected by the editor; this is not a ranking of academic influence.

2Published papers2Priority-journal papers3Research fields

ORCID: 0000-0002-0845-8345 ↗

Published research · 2

PerspectiveNature CommunicationsCAS Tier 1 · Top (2025)

Authors Gustau Camps-Valls · Alberto Carrassi · Francisco de Melo Viríssimo · Kevin Debeire · Miguel-Ángel Fernández-Torres · Philipp Hess · Helge Heuer · Nathan Mankovich · David Montero · Esther Rodrigo-Bonet · Federico Serva · Vasileios Sitokonstantinou · Alistair White · Kai-Hendrik Cohrs · Jonathan Wider · Christian Reimers · Nikolaos Ioannis Bountos · Ioannis Papoutsis · Pierre Gentine · Veronika Eyring

AI summaryExamines connections between weather forecasting and climate modelling, including unresolved issues in physical consistency, generalisation, transparency and computational cost.

Weather and climateCross-scale modellingPhysical consistency
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PerspectiveNature Reviews Earth & EnvironmentCAS Tier 1 · Top (2025)

Authors Chaopeng Shen · Alison P. Appling · Pierre Gentine · Toshiyuki Bandai · Hoshin Gupta · Alexandre Tartakovsky · Marco Baity-Jesi · Fabrizio Fenicia · Daniel Kifer · Li Li · Xiaofeng Liu · Wei Ren · Yi Zheng · Ciaran J. Harman · Martyn Clark · Matthew Farthing · Dapeng Feng · Praveen Kumar · Doaa Aboelyazeed · Farshid Rahmani · Yalan Song · Hylke E. Beck · Tadd Bindas · Dipankar Dwivedi · Kuai Fang · Marvin Höge · Chris Rackauckas · Binayak Mohanty · Tirthankar Roy · Chonggang Xu · Kathryn Lawson

AI summaryReviews how differentiable computation can jointly train physical components and neural networks to support process understanding, parameter estimation and geoscientific prediction.

Differentiable modellingPhysical constraintsHydrological modelling
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