Andreas Köhler

Joined

January 2025

Names

Andreas Köhler (Preferred)

Emails

****@uit.no (Confirmed)

,

****@norsar.no (Confirmed)

Personal Links

Career & Education History

Associate Professor

University of Tromsø (uit.no)

2020 – 2025

Researcher

NORSAR, NORSAR (norsar.no)

2019 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Tord Sture Stangeland

2024 – Present

Expertise

Seismology

,

earthquakes

,

Deep learning

,

machine learning

2006 – 2025

Publications

Progressive Memory Transformers: Memory-Aware Attention for Time Series
Tord Sture Stangeland, Andreas Köhler, Steffen Maeland, Adín Ramírez Rivera
- Submitted to ICLR 2026
- Readers: Everyone
Identifying attacks in the Russia-Ukraine conflict using seismic array data
Ben D. E. Dando, Bettina P. Goertz-Allmann, Quentin Brissaud, Andreas Köhler, Johannes Schweitzer, Tormod Kværna, Alexander Liashchuk
- Nat. 2023
- Readers: Everyone
Unsupervised feature selection and general pattern discovery using Self-Organizing Maps for gaining insights into the nature of seismic wavefields
Andreas Köhler, Matthias Ohrnberger, Frank Scherbaum
- Comput. Geosci. 2009
- Readers: Everyone
Recognition and investigation of temporal patterns in seismic wavefields using unsupervised learning techniques (Unüberwachte Erkennung und Untersuchung von zeitlichen Mustern in seismischen Wellenfeldern)
Andreas Köhler
- undefined 2009
- Readers: Everyone
Unsupervised Feature Selection for Pattern Discovery in Seismic Wavefields
Andreas Köhler, Matthias Ohrnberger, Carsten Riggelsen, Frank Scherbaum
- FSDM 2008
- Readers: Everyone

Co-Authors