The role of ‘complex’ empiricism in the debates about satellite data and climate models. Studies in History and Philosophy of Science Part A. 2012 Lloyd, Elisabeth A.

Confirmation & evaluation, Data, Robustness

When Climate Models Agree: The Significance of Robust Model Predictions*. Philosophy of Science. 2011 Parker, Wendy S.

Confirmation & evaluation, Ensemble methods, Robustness, Values

Should we assess climate model predictions in light of severe tests? Eos, Transactions American Geophysical Union. 2011 Katzav, Joel

Confirmation & evaluation

Confirmation and Robustness of Climate Models. Philosophy of Science. 2010 Lloyd, Elisabeth A.

Confirmation & evaluation, Robustness

Comparative Process Tracing and Climate Change Fingerprints. Philosophy of Science. 2010 Parker, Wendy S.

Attribution, Confirmation & evaluation, Fingerprint studies

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

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

Understanding Pluralism in Climate Modeling. Foundations of Science. 2006 Parker, Wendy S.

Confirmation & evaluation, Ensemble methods, Uncertainties

Philosophy of Hydroclimatic Hazards. In Reference Module in Social Sciences. 2027 Majszak, Mason

Decision-making, Parameterization, Uncertainties, Values

Is reliable climate change information ‘predictably uncertain’? European Journal for Philosophy of Science. 2026 Ackermann, Matthias

Beyond Values: The Introduction of Subjectivity and Its Use in Decision-Making Under Uncertainty. Erkenntnis. 2025 Majszak, Mason

Expert judgement, Expert judgement, Uncertainties, Values

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

Paleoclimate Proxies and the Benefits of Disunity. Philosophy of Science. 2024 Watkins, Aja

Calibration/tuning, Uncertainties

Contrast classes and agreement in climate modeling. European Journal for Philosophy of Science. 2024 Dethier, Corey

Confirmation & evaluation, Ensemble methods

Machine learning and the quest for objectivity in climate model parameterization. Climatic Change. 2023 Jebeile, Julie, Lam, Vincent, Majszak, Mason, Räz, Tim

Calibration/tuning, Expert judgement, Machine Learning, Values

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

Confirmation & evaluation, Robustness

Climate Models and Robustness Analysis – Part I: Core Concepts and Premises. In Handbook of the Philosophy of Climate Change. 2023 Harris, Margherita, Frigg, Roman

Confirmation & evaluation, Robustness

The Unity of Robustness: Why Agreement Across Model Reports is Just as Valuable as Agreement Among Experiments. Erkenntnis. 2022 Dethier, Corey

Robustness

Confirming (climate) change: a dynamical account of model evaluation. Synthese. 2022 Kawamleh, Suzanne

Confirmation & evaluation

The epistemic value of independent lies: false analogies and equivocations. Synthese. 2021 Harris, Margherita

Confirmation & evaluation, Robustness

Value management and model pluralism in climate science. Studies in History and Philosophy of Science Part A. 2021 Jebeile, Julie, Crucifix, Michel

Value-free ideal, Values

Model spread and progress in climate modelling. European Journal for Philosophy of Science. 2021 Jebeile, Julie, Barberousse, Anouk

Communication of uncertainties, Uncertainties

Robustness reasoning in climate model comparisons. Studies in History and Philosophy of Science Part A. 2021 O’Loughlin, Ryan

Confirmation & evaluation, Ensemble methods, Robustness

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

Climate Models: How to Assess Their Reliability. International Studies in the Philosophy of Science. 2019 Carrier, Martin, Lenhard, Johannes

Confirmation & evaluation, Robustness

What does robustness teach us in climate science: a re-appraisal. Synthese. 2018 Winsberg, Eric

Confirmation & evaluation, Ensemble methods, Robustness, Values

The Significance of Robust Climate Projections. In Climate Modelling. 2018 Parker, Wendy S.

Confirmation & evaluation, Ensemble methods, Robustness, Robustness, Uncertainties

Communicating Uncertainty to Policymakers: The Ineliminable Role of Values. In Climate Modelling. 2018 Winsberg, Eric

Communication of uncertainties, Uncertainties, Values

Variety-of-evidence reasoning about the distant past. European Journal for Philosophy of Science. 2016 Vezér, Martin A.

Data, Proxies

Computer models and the evidence of anthropogenic climate change: An epistemology of variety-of-evidence inferences and robustness analysis. Studies in History and Philosophy of Science Part A. 2016 Vezér, Martin A.

Attribution, Ensemble methods, Robustness