Publications

Peter Manshausen, Yair Cohen, Jaideep Pathak, Mike Pritchard, Piyush Garg, Morteza Mardani, Karthik Kashinath, Simon Byrne, Noah Brenowitz (2024). Generative Data Assimilation of Sparse Weather Station Observations at Kilometer Scales. arXiv preprint arXiv:2406.16947.
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Anna Tippett, Edward Gryspeerdt, Peter Manshausen, Philip Stier, Tristan WP Smith (2024). Weak liquid water path response in ship tracks. EGUsphere.
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Peter Manshausen, Duncan Watson-Parris, Matthew W Christensen, Jukka-Pekka Jalkanen, Philip Stier (2023). Rapid saturation of cloud water adjustments to shipping emissions. Atmospheric Chemistry and Physics.
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Peter Manshausen, Duncan Watson-Parris, Lena Wagner, Pirmin Maier, Sybrand J Muller, Gernot Ramminger, Philip Stier (2023). Pollution tracker: Finding industrial sources of aerosol emission in satellite imagery. Environmental Data Science.
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Peter Manshausen, Duncan Watson-Parris, Matthew W Christensen, Jukka-Pekka Jalkanen, Philip Stier (2022). Invisible ship tracks show large cloud sensitivity to aerosol. Nature.
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Andrew Jesson, Alyson Douglas, Peter Manshausen, Maëlys Solal, Nicolai Meinshausen, Philip Stier, Yarin Gal, Uri Shalit (2022). Scalable sensitivity and uncertainty analyses for causal-effect estimates of continuous-valued interventions. Advances in Neural Information Processing Systems.
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Duncan Watson-Parris, Yuhan Rao, Dirk Olivié, Øyvind Seland, Peer Nowack, Gustau Camps-Valls, Philip Stier, Shahine Bouabid, Maura Dewey, Emilie Fons, Others (2022). ClimateBench v1. 0: A benchmark for data-driven climate projections. Journal of Advances in Modeling Earth Systems.
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Andrew Jesson, Peter Manshausen, Alyson Douglas, Duncan Watson-Parris, Yarin Gal, Philip Stier (2021). Using non-linear causal models to study aerosol-cloud interactions in the Southeast Pacific. arXiv preprint arXiv:2110.15084.
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Paula Harder, William Jones, Redouane Lguensat, Shahine Bouabid, James Fulton, Dánell Quesada-Chacón, Aris Marcolongo, Sofija Stefanović, Yuhan Rao, Peter Manshausen, Others (2020). NightVision: generating nighttime satellite imagery from infra-Red observations. arXiv preprint arXiv:2011.07017.
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Blai Casals, Nahuel Statuto, Michael Foerster, Alberto Hernández-Mı́nguez, Rafael Cichelero, Peter Manshausen, Ania Mandziak, Luc\á Aballe, Joan Manel Hernàndez, Ferran Macià (2020). Generation and imaging of magnetoacoustic waves over millimeter distances. Physical review letters.
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