Geo Intelligence.

AUTHOR RESEARCH

Kathryn Lawson

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

1Published papers1Priority-journal papers2Research fields

ORCID: 0000-0003-0075-7911 ↗

Published research · 1

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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