ML for Earth System Modelling and Analytics workshop 2021

Session

Parallel sessions day 2

4 May 2021, 15:45

Conveners

Parallel sessions day 2: Earth System Modelling

• Christopher Kadow (DKRZ)
• Eduardo Zorita (Hereon)

Parallel sessions day 2: Remote sensing and marine ecosystems

• Tobias Weigel (DKRZ)

17. 3D bias correction with deep learning in the Integrated Forecasting System

Thorsten Kurth (NVIDIA)

04/05/2021, 15:45

22. Quantifying the impact of bedrock uncertainty on ice sheet model simulations by Gaussian Process modelling

Andreas Wernecke (MPI for Meteorology)

04/05/2021, 15:45

18. Building an Earth System Model emulator for local monthly temperature

Shruthi Nath (Climate Analytics/ETH Zürich)

04/05/2021, 16:00

23. Remote Sensing of Global Ocean Wind Speed using GNSS Reflectometry and AI

Milad Asgarimehr (GFZ Potsdam)

04/05/2021, 16:00

24. Approximation of a marine ecosystem model using artificial neural networks

Markus Pfeil (Kiel University)

04/05/2021, 16:15

19. Machine learning based post-processing of 2-m air temperature model output – a multi-model approach

Gabriel Stachura (Institute of Meteorology and Water Management (Poland))

04/05/2021, 16:15

25. Artificial Intelligence for Cold Regions (AI-CORE) - a Pilot to bridge Data Analytics and Infrastructure Development

Long Duc Phan (AWI)

04/05/2021, 16:30

20. Lossy Compression of Climate Data using Convolutional Autoencoders

Silke Donayre Holtz (KIT)

04/05/2021, 16:30

21. Building a versioned pipeline for ML-based quality control of environmental sensor data

Julius Polz (KIT)

04/05/2021, 16:45