Jannes Münchmeyer
@jannes_munch
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@MSCActions Postdoctoral fellow @ISTerre_fr | Exploring earthquakes, tremors and slow slipping in the wild | he/him
Joined October 2008
RT @WeAreSeismica: Low-frequency earthquakes are essential markers for understanding slow fault deformation. Can we detect them in an auto….
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SeisBench v0.7 is out with low-frequency earthquake detection, new OBS detection data and models, new data from Texas, and the ability to pick a day of waveforms in less than 1 second!. Thanks to all contributors of this large feature release!.
github.com
Major updates SeisBench now features a model for low-frequency earthquake (LFE) detection and three LFE stack datasets. The model can be plugged into regular earthquake detection workflows just as...
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RT @spin_itn: Another #SPINFridaySeminar, with @jannes_munch from @ISTerre_fr @UGrenobleAlpes giving a talk on “SeisBench and PyOcto: Lesso….
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RT @SeismoSocietyAm: DepthPhaseTEAM and DepthPhaseNet are two deep learning models that can help scientists better constrain depth of seism….
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What a great surprise to find my own work behind the door of an Advent calendar. Thanks for the nice highlight! 🎄🎁.
🎄 Advent Day 6! Heard of Machine Learning pickers, but wouldn’t know where to start? 🤔 Never fear, #SeisBench is here! On this #WisdomWednesday, we would like to highlight SeisBench. check out SeisBench via the link below. #SeismoAdvent #EGUSM
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SeisBench v0.5.0 is out with new models, new datasets, new features, and performance improvements. Thanks to all contributors! Got a contribution for machine learning in seismology for v0.6? Submit a PR on Github!.
github.com
Major updates SeisBench now comes with two models for teleseismic depth phase picking and depth estimation. DepthPhaseNet and DepthPhaseTEAM allow to identify the depth of teleseismic events throu...
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As I'm about to start my #MSCA Postdoctoral Fellowship at @ISTerre_fr , I'm a big fan of Adam's project.
Because I’m about to start my #MSCA Postdoctoral Fellowship with @VCarryOn1 at @IHSM_CSIC_UMA I decided to visit some places related to Marie Skłodowska-Curie life. I will be posting with information about this great woman under #followingMSC stay tuned
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RT @WeAreSeismica: Ready for cloud seismology?. Krauss et al. provide tutorials for code migration to cloud platforms, delving into the ben….
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RT @Dgf_uchile: Comienza el seminario "From earthquakes to LFEs: How machine learning helps understanding the seismic spectrum (in subducti….
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RT @leocabrera_c: Tomorrow at 12:00 (Chilean time) @jannes_munch from @ISTerre_fr will give us a seminar at the @Dgf_uchile of the @uchile….
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RT @SeismoSocietyAm: MLAAPDE: A Machine Learning Dataset for Determining Global Earthquake Source Parameters #SRL. The Machine Learning Ass….
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Another great benchmark dataset for machine learning in seismology. Thanks for making it compatible with SeisBench!.
Ni et al. collected and curated 21 years of seismic network data analysis in the Pacific Northwest of the U.S., and produced the first AI-ready benchmark seismic dataset to include non-earthquake signals and analyst-verified data attributes. More details:
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RT @AnneSocquet: Want to learn and exchange about Subduction Zone Processes in an awsome setting? .Post-graduate School will be held in Ca….
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RT @WeAreSeismica: Pierre Romanet demonstrates that there is no significant planet/sun alignment or moon effect on the occurrence of large….
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Great collaboration with Thomas Bornstein, Dietrich Lange, Jack Woollam, Andreas Rietbrock, @Grace_Bee__, Ingo Grevemeyer and @f_tilmann.
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Try it our in SeisBench v0.4.0. Just use "pip install seisbench" or find further details at
github.com
SeisBench - A toolbox for machine learning in seismology - seisbench/seisbench
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New preprint and new SeisBench release are out! We've added ocean-bottom seismometer data and models to SeisBench. They can be used just as the land-based models but can use hydrophone data and show clear picking performance improvements.
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RT @f_tilmann: Congrats @jannes_munch for winning the Adlershof dissertation award. Jannes did a great job present….
gfz.de
Jannes Münchmeyer has been awarded the Adlershof Dissertation Prize for his doctoral thesis on the topic of earthquake early warning.
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Perfect weather today for starting my postdoc at @ISTerre_fr with @AnneSocquet. Let's find some LFEs!
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RT @leilamizrahi: au revoir #statsei12. now off to Sardinia to digest the inspiring thoughts and discussions we've had 👋🏻 .
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