PhD student @ ETH Zürich. Specialised in machine learning applied to climate science and the cryosphere. Developer on the MassBalanceMachine.
Highlights
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ODINN-SciML/MassBalanceMachine
ODINN-SciML/MassBalanceMachine PublicGlobal machine learning glacier mass balance model, capable of assimilating all sources of glaciological and remote sensing data
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Antarctica-RCM-Emulator
Antarctica-RCM-Emulator Publicdeep learning SMB-RCM emulator over Antarctica
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Non-linear-feature-extraction-of-the-stratoshpere
Non-linear-feature-extraction-of-the-stratoshpere PublicDynamical systems such as the climate are highly nonlinear, and despite the fact that the observations are high-dimensional, most of the dynamics is captured by a small number of physically meaning…
Jupyter Notebook 1
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deep_learning_image_super_resolution
deep_learning_image_super_resolution PublicProject on super-resolution of medical images with the LTS4 and the CHUV at the Swiss Institute of Technology Lausanne.
Jupyter Notebook 1
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