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 | 32 | 2022 |
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 | 22 | 2019 |
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 | 18 | 2021 |
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 | 10 | 2022 |
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 | 2 | 2023 |
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 | | |