References (17)

The subject ‘Understanding & explanation’ is applied to these references.

1. Moving beyond post hoc explainable artificial intelligence: a perspective paper on lessons learned from dynamical climate modeling. Geoscientific Model Development. 2025 O'Loughlin, Ryan J.

   Machine Learning, Understanding & explanation

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2. Two Exploratory Uses for General Circulation Models in Climate Science. Perspectives on Science. 2021 Wilson, Joseph

   Understanding & explanation

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3. Saving the Data. The British Journal for the Philosophy of Science. 2021 Lusk, Greg

   Data, Datasets, Reanalysis, Understanding & explanation

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4. Understanding climate phenomena with data-driven models. Studies in History and Philosophy of Science Part A. 2020 Knüsel, Benedikt, Baumberger, Christoph

   Understanding & explanation

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5. Understanding climate change with statistical downscaling and machine learning. Synthese. 2020 Jebeile, Julie, Lam, Vincent, Räz, Tim

   Machine Learning, Regional climate modelling, Understanding & explanation

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6. New priorities for climate science and climate economics in the 2020s. Nature Communications. 2020 Stainforth, David A., Calel, Raphael

   Earth System Science, Hawkmoth effect, Understanding & explanation

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7. Philosophical Perspectives on Earth System Modeling: Truth, Adequacy, and Understanding. Journal of Advances in Modeling Earth Systems. 2020 Gramelsberger, G., Lenhard, J., Parker, W.S.

   Adequacy-for-purpose, Confirmation & evaluation, Understanding & explanation

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8. The scientific challenge of understanding and estimating climate change. Proceedings of the National Academy of Sciences. 2019 Palmer, Tim, Stevens, Bjorn

   , MIB strategy, Predictions and projections, Understanding & explanation

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9. Explicating Objectual Understanding: Taking Degrees Seriously. Journal for General Philosophy of Science. 2019 Baumberger, Christoph

   Understanding & explanation

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10. The unseen uncertainties in climate change: reviewing comprehension of an IPCC scenario graph. Climatic Change. 2015 McMahon, Rosemarie, Stauffacher, Michael, Knutti, Reto

    Communication of uncertainties, Uncertainties, Understanding & explanation

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11. Simulation and Understanding in the Study of Weather and Climate. Perspectives on Science. 2014 Parker, Wendy S.

    Confirmation & evaluation, Understanding & explanation

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12. How understanding causal relations counts in criticising arguments against anthropogenic global climate change. Meteorologische Zeitschrift. 2014 Bodenmann, Tom, Hirsch Hadorn, Gertrude

    Understanding & explanation

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13. Hybrid Models, Climate Models, and Inference to the Best Explanation. The British Journal for the Philosophy of Science. 2013 Katzav, Joel

    Confirmation & evaluation, Understanding & explanation

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14. Modeling Climate Policies: A Critical Look at Integrated Assessment Models. Philosophy & Technology. 2013 Frisch, Mathias

    Understanding & explanation, Values

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15. The key role of causal explanation in the climate change issue. THEORIA. An International Journal for Theory, History and Foundations of Science. 2012 Pongiglione, Francesca

    Uncertainties, Understanding & explanation

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16. Perceiving, explaining, and observing climatic changes: An historical case study of the "year without a summer" 1816. Meteorologische Zeitschrift. 2011 Bodenmann, Tom, Brönnimann, Stefan, Hadorn, Gertrude Hirsch, Krüger, Tobias, Weissert, Helmut

    Understanding & explanation

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17. The Gap between Simulation and Understanding in Climate Modeling. Bulletin of the American Meteorological Society. 2005 Held, Isaac M.

    Confirmation & evaluation, Understanding & explanation

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