Author

Jannes Münchmeyer

Observed names: J. Münchmeyer, Jannes Munchmeyer, Jannes, Münchmeyer, Munchmeyer, Jannes, Münchmeyer, J., Münchmeyer, J. ; https://orcid.org/0000-0002-4006-9673, Münchmeyer, Jannes, Münchmeyer, Jannes, Münchmeyer, Jannes, jannes munchmeyer

Institutions: Centre National de la Recherche Scientifique, Helmholtz Association of German Research Centres, Helmholtz Centre for Environmental Research, Institut des Sciences de la Terre, GFZ Helmholtz Centre for Geosciences, Université Gustave Eiffel, Institut de Recherche pour le Développement, Université Savoie Mont Blanc, Université Grenoble Alpes

Observed institutions: Centre National de la Recherche Scientifique, Helmholtz Association of German Research Centres, Helmholtz Centre for Environmental Research, Humboldt-Universität zu Berlin, Institut des Sciences de la Terre, GFZ Helmholtz Centre for Geosciences, Université Gustave Eiffel, Institut de Recherche pour le Développement, Massachusetts Institute of Technology, Université Savoie Mont Blanc, Université Grenoble Alpes

ORCID: 0000-0002-4006-9673

Observed ORCID: 0000-0002-4006-9673

OpenAlex ID: A5070254031

Which Picker Fits My Data? A Quantitative Evaluation of Deep Learning Based Seismic Pickers

2022 · Jannes Münchmeyer, Jack Woollam, et al. · Journal of Geophysical Research Solid Earth · 217

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SeisBench—A Toolbox for Machine Learning in Seismology

2022 · Jack Woollam, Jannes Münchmeyer, et al. · Seismological Research Letters · 198

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Earthquake magnitude and location estimation from real time seismic waveforms with a transformer network

2021 · Jannes Münchmeyer, Dino Bindi, et al. · Geophysical Journal International · 128

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The transformer earthquake alerting model: a new versatile approach to earthquake early warning

2020 · Jannes Münchmeyer, Dino Bindi, et al. · Geophysical Journal International · 114

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HunFlair: an easy-to-use tool for state-of-the-art biomedical named entity recognition

2021 · Leon Weber, Mario Sänger, et al. · Bioinformatics · 106

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NLProlog: Reasoning with Weak Unification for Question Answering in Natural Language

2019 · Leon Weber, Pasquale Minervini, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 82

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HUNER: improving biomedical NER with pretraining

2019 · Leon Weber, Jannes Münchmeyer, et al. · Bioinformatics · 58

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PyOcto: A high-throughput seismic phase associator

2024 · Jannes Münchmeyer · Seismica · 57

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PickBlue: Seismic Phase Picking for Ocean Bottom Seismometers With Deep Learning

2023 · T. Bornstein, D. Lange, et al. · Earth and Space Science · 45

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Graph Neural Networks for Learning Molecular Excitation Spectra

2022 · Kanishka Singh, Jannes Münchmeyer, et al. · Journal of Chemical Theory and Computation · 33

Volcanic crisis reveals coupled magma system at Santorini and Kolumbo

2025 · Marius P. Isken, Jens Karstens, et al. · Nature · 31

The Northern Chile forearc constrained by 15 years of permanent seismic monitoring

2023 · Christian Sippl, Bernd Schurr, et al. · Journal of South American Earth Sciences · 29

Relation Between Oceanic Plate Structure, Patterns of Interplate Locking and Microseismicity in the 1922 Atacama Seismic Gap

2023 · Diego González‐Vidal, Marcos Moreno, et al. · Geophysical Research Letters · 27

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How predictable are mass extinction events?

2023 · William J. Foster, Bethany J. Allen, et al. · Royal Society Open Science · 25

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Machine learning identifies ecological selectivity patterns across the end-Permian mass extinction

2022 · William J. Foster, Georgy Ayzel, et al. · Paleobiology · 24

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Low uncertainty multifeature magnitude estimation with 3-D corrections and boosting tree regression: application to North Chile

2019 · Jannes Münchmeyer, Dino Bindi, et al. · Geophysical Journal International · 21

Qseek: A data-driven Framework for Automated Earthquake Detection, Localization and Characterization

2025 · Marius Isken, Sebastian Heimann, et al. · Seismica · 16

Learning the Deep and the Shallow: Deep-Learning-Based Depth Phase Picking and Earthquake Depth Estimation

2023 · Jannes Münchmeyer, Joachim Saul, et al. · Seismological Research Letters · 15

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SeisBench - A Toolbox for Machine Learning in Seismology

2022 · Jack Woollam, Jannes Münchmeyer, et al. · 14

Estimating genome-wide regulatory activity from multi-omics data sets using mathematical optimization

2017 · Saskia Trescher, Jannes Münchmeyer, et al. · BMC Systems Biology · 13

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Seismic Swarms Unveil the Mechanisms Driving Shallow Slow Slip Dynamics in the Copiapó Ridge, Northern Chile

2025 · Jannes Münchmeyer, Diego Molina‐Ormazabal, et al. · Geophysical Research Letters · 12

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From Labquakes to Megathrusts: Scaling Deep Learning Based Pickers Over 15 Orders of Magnitude

2024 · Peidong Shi, Men‐Andrin Meier, et al. · Journal of Geophysical Research Machine Learning and Computation · 12

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Deep learning detects uncataloged low-frequency earthquakes across regions

2024 · Jannes Münchmeyer, Sophie Giffard-Roisin, et al. · Seismica · 12

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A Probabilistic View on Rupture Predictability: All Earthquakes Evolve Similarly

2022 · Jannes Münchmeyer, Ulf Leser, et al. · Geophysical Research Letters · 12

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Which picker fits my data? A quantitative evaluation of deep learning based seismic pickers

2022 · Jannes Münchmeyer, Jack Woollam, et al. · 10

Works count: 118

Citation count: 1,384

H-index: 16

I10-index: 25