Climate processes

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Comparing ML retrieved and invisible ship tracks to probe the meteorological dependence of cloud susceptibility to aerosol

Copernicus Publications (2025)

Authors:

Peter Manshausen, Duncan Watson-Parris, Philip Stier
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Mesoscale Convective Systems in DYAMOND Models: A Feature Tracking Intercomparison.

Copernicus Publications (2025)

Authors:

Zhe Feng, Ruby Leung, Andreas Prein, Thomas Fiolleau, William Jones, Zachary Moon, Ben Maybee, Fengfei Song, Jinyan Song, Kelly Núñez Ocasio, Cornelia Klein, Adam Varble, Remy Roca, Puxi Li
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3D Cloud reconstruction through geospatially-aware Masked Autoencoders

(2025)

Authors:

Stella Girtsou, Emiliano Diaz Salas-Porras, Lilli Freischem, Joppe Massant, Kyriaki-Margarita Bintsi, Guiseppe Castiglione, William Jones, Michael Eisinger, Emmanuel Johnson, Anna Jungbluth
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Invertible Neural Networks for Probabilistic Aerosol Optical Depth Retrieval

IEEE Transactions on Geoscience and Remote Sensing Institute of Electrical and Electronics Engineers (IEEE) 63 (2025) 1-13

Authors:

Paolo Pelucchi, Jorge Vicent Servera, Philip Stier, Gustau Camps-Valls
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Statistical constraints on climate model parameters using a scalable cloud-based inference framework – CORRIGENDUM

Environmental Data Science Cambridge University Press (CUP) 4 (2025)

Authors:

James Carzon, Bruno Abreu, Leighton Regayre, Kenneth Carslaw, Lucia Deaconu, Philip Stier, Hamish Gordon, Mikael Kuusela
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