Tom Beucler

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    A[Tom Beucler]
    AC["Associated Concepts (25)"]
    AW["Authored Works (7)"]
    CA["Linked Co-Authors (6)"]
    CI["Linked Collaborating Institutions (7)"]
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    click CI "#collaborating-institutions"

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ORCiD

https://orcid.org/0000-0002-5731-1040

OpenAlex ID

https://openalex.org/A5045746109 (API record)

Associated Concepts [?]

• Physics
• Geology
• Geography
• Computer science
• Meteorology
• Quantum mechanics
• Artificial intelligence
• Mathematics
• Machine learning
• Thermodynamics
• Oceanography
• Biology
• Mechanics
• Ecology
• Environmental science
• Artificial neural network
• Climate change
• Convection
• Climate model
• Statistics
• Atmospheric sciences
• Philosophy
• Operating system
• Political science
• Climatology

Authored Works

sorted by decreasing year, and then by display-name

• Physics to machine learning, and machine learning back to physics
• Non-Linear Dimensionality Reduction with a Variational Encoder Decoder to Understand Convective Processes in Climate Models
• Machine Learning-Based Causally Informed Atmospheric Parametrizations for Climate Models
• Confronting the offline vs. online skill dilemma via prognostic testing of neural network convection parameterizations at a computationally ambitious scale
• Comparing Storm Resolving Models and Climates via Unsupervised Machine Learning
• Unsupervised Organization of Turbulent Updraft Regimes and their Global Response to Warming
• Machine learning-based parametrizations for the ICON model

Linked Co-Authors

• Fernando Iglesias‐Suarez
• Kara D. Lamb
• Michael S. Pritchard
• Pierre Gentine
• Sara Shamekh
• Veronika Eyring

Linked Collaborating Institutions

• Columbia University, New York
• German Aerospace Center, Wessling
• Massachusetts Institute of Technology
• Max-Planck-Institute for Meteorology, Hamburg
• University of California, Berkeley
• University of California, Irvine
• University of Lausanne, Switzerland

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