Background

The dissertation project is part of the DFG project AISA (“Advancing ice altimetry analysis to constrain the Antarctic Ice Sheet’s response to climate change”). The doctoral candidate (male / female) will join the Section Glaciology of the AWI in Bremerhaven, an interdisciplinary group of scientists aiming to develop new approaches to quantify the mass loss of ice sheets and its contribution to sea level change. The candidate will have access to AWI’s computing infrastructure, including a HPC cluster (CPU), as well as infrastructure for AI applications (GPU).

Tasks

  • Develop AI methods to generate altitude distribution maps from raw point clouds to derive elevation change estimates of Antarctica
  • Comparison with conventional methods
  • Application to satellite-based altimetry data sets over Antarctica
  • Publication of the method and its application in scientific journals and conference contributions

Requirements

  • Completed studies in geodesy, electrical engineering, computer science, applied mathematics or data science with a focus on AI

Desirable skills and knowledge

  • Experience in the field of AI methods, e.g. DL, for point clouds or signal processing

Further Information

For more information, please contact Dr. Veit Helm (Veit.Helm@awi.de; +49(471)4831-1956).

The dissertation project is part of the DFG project AISA (“Advancing ice altimetry analysis to constrain the Antarctic Ice Sheet’s response to climate change”). The doctoral candidate (male / female) will join the Section Glaciology of the AWI in Bremerhaven, an interdisciplinary group of scientists aiming to develop new approaches to quantify the mass loss of ice sheets and its contribution to sea level change. The candidate will have access to AWI’s computing infrastructure, including a HPC cluster (CPU), as well as infrastructure for AI applications (GPU).This position is limited to 3 years. The salary will be paid in accordance with the Collective Agreement for the Public Service of the Federation (Tarifvertrag des öffentlichen Dienstes, TVöD Bund), up to salary level 13 (66%). The place of employment will be Bremerhaven.

All doctoral candidates will be members of AWI’s postgraduate program POLMAR or another graduate school and thus benefit from a comprehensive training program and extensive support measures.

We look forward to your application!

Please submit your application by September 12th 2021, exclusively online.

Reference number 21/111/D/Geo-b.

Applications can be submitted here.

via AWI
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