philoclimate.ch

BIB  Help  Log in

References »

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

Machine Learning, Regional climate modelling, Understanding & explanation

Full textCitesCited by

Cites (8)

Citations in the corpus, listed by decreasing publication date.

  1. Can Machines Learn How Clouds Work? The Epistemic Implications of Machine Learning Methods in Climate Science. Philosophy of Science. 2021 Kawamleh, Suzanne

    Calibration/tuning, Machine Learning, Parameterization

    Full textCitesCited by

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

    Understanding & explanation

    Full textCitesCited by

  3. Model Evaluation: An Adequacy-for-Purpose View. Philosophy of Science. 2020 Parker, Wendy S.

    Adequacy-for-purpose, Confirmation & evaluation

    Full textCitesCited by

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

    Understanding & explanation

    Full textCitesCited by

  5. 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

    Full textCitesCited by

  6. Building confidence in climate model projections: an analysis of inferences from fit. WIREs Climate Change. 2017 Baumberger, Christoph, Knutti, Reto, Hirsch Hadorn, Gertrude

    Confirmation & evaluation, Robustness

    Full textCitesCited by

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

    Confirmation & evaluation, Understanding & explanation

    Full textCitesCited by

  8. 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, Confirmational holism

    Full textCitesCited by

Cited by (2)

Cited by these reference in the corpus, listed by decreasing publication date.

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

    Calibration/tuning, Expert judgement, Machine Learning, Values

    Full textCitesCited by

  2. 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

    Full textCitesCited by