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  1. Climate science for 2050. Frontiers in Climate. 2025 Brasseur, Guy, Stammer, Detlef, Friedlingstein, Pierre, Hegerl, Gabriele, Shaw, Tiffany, Trenberth, Kevin, Richter, Jadwiga, Vera, Carolina, Berger, André, Cleugh, Helen, Easterbrook, Steve, Edwards, Paul, Jacob, Daniela, Mann, Michael, Masson-Delmotte, Valérie, Schmidt, Gavin, Scholes, Mary, Stocker, Thomas, Visbeck, Martin, Wu, Guoxiong

    Adaptation, Earth System Science

  2. The futures of climate modeling. npj Climate and Atmospheric Science. 2025 Bordoni, S., Kang, S. M., Shaw, T. A., Simpson, I. R., Zanna, L.

  3. 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

  4. Diagnosing errors in climate model intercomparisons. European Journal for Philosophy of Science. 2023 O’Loughlin, Ryan

    Confirmation & evaluation, Robustness

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

    Understanding & explanation

  6. Argument-based assessment of predictive uncertainty of data-driven environmental models. Environmental Modelling & Software. 2020 Knüsel, Benedikt, Baumberger, Christoph, Zumwald, Marius, Bresch, David N., Knutti, Reto

    Data, Uncertainties

  7. Historical, Philosophical, and Sociological Perspectives on Earth System Modeling. Journal of Advances in Modeling Earth Systems. 2020 Rödder, Simone, Heymann, Matthias, Stevens, Bjorn

    Climate & climate change, Earth System Science, Predictions and projections

  8. Multi-model ensembles in climate science: Mathematical structures and expert judgements. Studies in History and Philosophy of Science Part A. 2020 Jebeile, Julie, Crucifix, Michel

    Ensemble methods

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

    Machine Learning, Regional climate modelling, Understanding & explanation

  10. The strategy of model building in climate science. Synthese. 2020 Walmsley, Lachlan Douglas

  11. 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, Earth System Science

  12. 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

  13. Epistemology and Politics in Earth System Modeling: Historical Perspectives. Journal of Advances in Modeling Earth Systems. 2019 Heymann, Matthias, Dahan Dalmedico, Amy

    Climate & climate change, Earth System Science, Predictions and projections

  14. What Types of Values Enter Simulation Validation and What Are Their Roles? In Simulation Foundations, Methods and Applications. 2019 Hirsch Hadorn, Gertrude, Baumberger, Christoph

    Confirmation & evaluation

  15. Uncertainty Quantification Using Multiple Models—Prospects and Challenges. In Simulation Foundations, Methods and Applications. 2019 Knutti, Reto, Baumberger, Christoph, Hirsch Hadorn, Gertrude

    Ensemble methods, Uncertainties

  16. On Rationales for Cognitive Values in the Assessment of Scientific Representations. Journal for General Philosophy of Science. 2018 Hirsch Hadorn, Gertrude

    Confirmation & evaluation

  17. Climate Model Confirmation: From Philosophy to Predicting Climate in the Real World. In Lloyd, Elisabeth A., Winsberg, Eric (eds.) Climate Modelling. 2018 Knutti, Reto

    Confirmation & evaluation, Predictions and projections

  18. The Art and Science of Climate Model Tuning. Bulletin of the American Meteorological Society. 2017 Hourdin, Frédéric, Mauritsen, Thorsten, Gettelman, Andrew, Golaz, Jean-Christophe, Balaji, Venkatramani, Duan, Qingyun, Folini, Doris, Ji, Duoying, Klocke, Daniel, Qian, Yun, Rauser, Florian, Rio, Catherine, Tomassini, Lorenzo, Watanabe, Masahiro, Williamson, Daniel

    Calibration/tuning, Confirmation & evaluation, Parameterization

  19. Philosophy of Climate Science Part II: Modelling Climate Change. Philosophy Compass. 2015 Frigg, Roman, Thompson, Erica, Werndl, Charlotte

  20. The future of climate modeling. Climatic Change. 2015 Katzav, Joel, Parker, Wendy S.

    Confirmation & evaluation

  21. Tales of future weather. Nature Climate Change. 2015 Hazeleger, W., van den Hurk, B.J.J.M., Min, E., Petersen, A.C., Stainforth, D.A., Vasileiadou, E., Smith, L.A.

    Storylines

  22. A practical philosophy of complex climate modelling. European Journal for Philosophy of Science. 2014 Schmidt, Gavin A., Sherwood, Steven

    Calibration/tuning, Confirmation & evaluation

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

    Confirmation & evaluation, Understanding & explanation

  24. Uncertainty in science and its role in climate policy. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences. 2011 Smith, Leonard A., Stern, Nicholas

    Communication of uncertainties, Decision-making, Uncertainties

  25. Holism, entrenchment, and the future of climate model pluralism. Studies in History and Philosophy of Science Part B: Studies in History and Philosophy of Modern Physics. 2010 Lenhard, Johannes, Winsberg, Eric

    Confirmation & evaluation

  26. I—Elisabeth A. Lloyd: Varieties of Support and Confirmation of Climate Models. Aristotelian Society Supplementary Volume. 2009 Lloyd, Elisabeth A.

    Confirmation & evaluation, Robustness, Values

  27. Bifurcation Analysis of Ocean, Atmosphere, and Climate Models. In Handbook of Numerical Analysis. 2009 Simonnet, Eric, Dijkstra, Henk A., Ghil, Michael

    Abrupt changes & tipping points

  28. Should we believe model predictions of future climate change? Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences. 2008 Knutti, Reto

    Confirmation & evaluation, Uncertainties

  29. Irreducible imprecision in atmospheric and oceanic simulations. Proceedings of the National Academy of Sciences. 2007 McWilliams, J. C.

    Hawkmoth effect, Theoretical foundations