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Rene Steinmann
Rene Steinmann
Helmholtz center GFZ, Potsdam
Verified email at gfz-potsdam.de
Title
Cited by
Cited by
Year
Hierarchical exploration of continuous seismograms with unsupervised learning
R Steinmann, L Seydoux, E Beaucé, M Campillo
Journal of Geophysical Research: Solid Earth 127 (1), e2021JB022455, 2022
322022
Preparing for InSight: Evaluation of the blind test for Martian seismicity
M van Driel, S Ceylan, JF Clinton, D Giardini, H Alemany, A Allam, ...
Seismological Research Letters 90 (4), 1518-1534, 2019
222019
Effect of centimetric freezing of the near subsurface on Rayleigh and Love wave velocity in ambient seismic noise correlations
R Steinmann, C Hadziioannou, E Larose
Geophysical Journal International 224 (1), 626-636, 2021
172021
AI‐based unmixing of medium and source signatures from seismograms: ground freezing patterns
R Steinmann, L Seydoux, M Campillo
Geophysical Research Letters 49 (15), e2022GL098854, 2022
102022
Machine learning analysis of seismograms reveals a continuous plumbing system evolution beneath the Klyuchevskoy volcano in Kamchatka, Russia
R Steinmann, L Seydoux, C Journeau, NM Shapiro, M Campillo
Authorea Preprints, 2023
22023
Revealing and interpreting patterns from continuous seismic data with unsupervised learning
L Seydoux, R Steinmann, S Mouaoued, R Esfahani, M Campillo
EGU24, 2024
2024
Towards seismic monitoring of terrestial ecosystems: an exploratory data analysis of the SeisSavanna dataset
R Steinmann, T Nissen-Meyer, F Cotton, F Tilmann, B Mortimer
EGU24, 2024
2024
Machine learning analysis of seismograms reveals a continuous plumbing system evolution beneath the Klyuchevskoy volcano in Kamchatka, Russia
R Steinmann, L Seydoux, C Journeau, NM Shapiro, M Campillo
Journal of Geophysical Research: Solid Earth 129 (3), e2023JB027167, 2024
2024
Wind turbines as a metamaterial-like urban layer: an experimental investigation using a dense seismic array and complementary sensing technologies
M Pilz, P Roux, SA Mohammed, RF Garcia, R Steinmann, C Aubert, ...
Frontiers in Earth Science 12, 1352027, 2024
2024
Non-stationarity of volcanic tremor signals revealed by blind source separation and manifold learning
R Steinmann, L Seydoux, M Campillo, N Shapiro, C Journeau, N Galina
EGU General Assembly Conference Abstracts, EGU-6328, 2023
2023
Can we monitor shallow groundwater using ambient seismic noise?
A Kiel, R Steinmann, E Larose, C Hadziioannou
EGU General Assembly Conference Abstracts, EGU-675, 2023
2023
Revealing the mutual information between seismic and geodetic data in Guerrero, Mexico
L Seydoux, R Steinmann, M de Hoop, M Campillo
EGU23, 2023
2023
Exploring continuous seismograms with machine learning
R Steinmann
Université Grenoble Alpes [2020-....], 2022
2022
Exploration de sismogrammes continus par l'apprentissage automatique
R Steinmann
Université Grenoble Alpes, 2022
2022
Learning the signature of slow-slip events and slow earthquakes from seismic and geodetic data
L Seydoux, R Steinmann, M Campillo, M De Hoop, R Balestriero
AGU Fall Meeting Abstracts 2021, S35C-0240, 2021
2021
Revealing the signature of ground frost in continuous seismic data with machine learning
R Steinmann, L Seydoux, M Campillo
AGU Fall Meeting Abstracts 2021, S54A-04, 2021
2021
Hierarchical exploration of single station seismic data with unsupervised learning
R Steinmann, L Seydoux, M Campillo
EGU General Assembly Conference Abstracts, EGU21-2788, 2021
2021
Observing seismic signatures of slow slip events with unsupervised learning
L Seydoux, M Campillo, R Steinmann, R Balestriero, M de Hoop
EGU General Assembly Conference Abstracts, EGU21-5603, 2021
2021
Keynote-Structural Health Monitoring Meets Ambient Noise Seismology
C Hadziioannou, J Salvermoser, R Steinmann, L Marten, ...
1st Conference on Geophysics for Infrastructure Planning Monitoring and BIM …, 2019
2019
Hierarchical exploration of continuous seismograms
R Steinmann, L Seydoux, ÉBM Campillo
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