Matthias Scheiter
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About
Since 2019: PhD Candidate, Research School of Earth Sciences, Australian National University, Canberra, Australia. Thesis Title: New approaches for construction and analysis of geophysical model ensembles
2017 - 2019: MSc Geophysics, Freiberg University of Mining and Technology, Freiberg, Germany. Thesis Title: Ice Flow Simulations of the Mocho-Choshuenco Ice Cap
2018: Thesis Student, Instituto de Ciencias Fisicas y Matematicas, Universidad Austral de Chile, Valdivia, Chile.
2013 - 2017: BSc Geoinformatics and Geophyscis, Freiberg University of Mining and Technology, Freiberg, Germany. Thesis Title: Mass Balance Modelling on Mocho Glacier
2015: Research Assistant, Instituto de Ciencias Fisicas y Matematicas, Universidad Austral de Chile, Valdivia, Chile.
Affiliations
- Geophysics, Member
Research interests
I am addressing the problem of geophysical inversion with machine learning techniques. Supervisors: Malcolm Sambridge and Andrew Valentine
Previously, I worked in the field of glaciology. I studied climate-ice interactions and ice flow dynamics of a small ice cap covering a volcano in southern Chile using a surface mass balance model and the ice sheet model SICOPOLIS. Supervisors: Marius Schaefer and Ralf Greve
Projects
Location
Jaeger 2, Office 130
Publications
Peer-reviewed:
Scheiter M., A. Valentine, M. Sambridge (2022): Upscaling and downscaling Monte Carlo ensembles with generative models. – Geophysical Journal International, doi: 10.1093/gji/ggac100
Scheiter M., M. Schaefer, E. Flández, D. Bozkurt, R. Greve (2021): The 21st century fate of the Mocho-Choshuenco ice cap in southern Chile. – The Cryosphere, doi: 10.5194/tc-15-3637-2021
Schaefer M., J.L. Rodriguez, M. Scheiter, G. Casassa (2017): Climate and surface mass balance of Mocho Glacier, Chilean Lake District, 40°S. – Journal of Glaciology,. doi: 10.1017/jog.2016.129.
Conference Abstracts:
Scheiter M., A. Valentine, M. Sambridge (2019): Using Surrogate Models to solve Geophysical Inverse Problems. – AGU Fall Meeting 2019, San Francisco, USA.
Schaefer M., M. Scheiter, E. Flandez, D. Bozkurt, R. Greve (2019): 21st Century Fate of the Mocho-Choshuenco Ice Cap in Southern Chile. – AGU Fall Meeting 2019, San Francisco, USA.
Scheiter M., A. Valentine, M. Sambridge (2019): Surrogate Modelling in Geophysical Inverse Problems. – Australasian Leadership Computing Symposium (ALCS), Canberra, Australia. (BEST POSTER AWARD)
Scheiter M., M. Schaefer (2017): Implementing a Parametrization for Wind Drift on Mocho Glacier (40°S, Chile). – GABY-VASA Conference, Berlin, Germany.