48 citations
- Centre National de la Recherche ScientifiqueFR5 papers
- Sorbonne UniversitéFR5 papers
- ESPCI ParisFR2 papers
- Université Grenoble AlpesFR2 papers
- Université Paris Sciences et LettresFR2 papers
- École Normale Supérieure - PSLFR1 paper
- Géosciences RennesFR1 paper
- Heidelberg UniversityDE1 paper
- Institut des Sciences de la TerreFR1 paper
- Institut Jean Le Rond d'AlembertFR1 paper
- Institut LangevinFR1 paper
- Institut Polytechnique de ParisFR1 paper
7 papers
Variational quantization for state space models
Etienne David, Jean Bellot, Sylvain Le Corff
Forecasting tasks using large datasets gathering thousands of heterogeneous time series is a crucial statistical problem in numerous sectors. The main challenge is to model a rich…
Local earthquakes detection: A benchmark dataset of 3-component seismograms built on a global scale
Fabrizio Magrini, Dario Jozinović, Fabio Cammarano +2
Machine learning is becoming increasingly important in scientific and technological progress, due to its ability to create models that describe complex data and generalize well. Th…
The Impact of Large Erosional Events and Transient Normal Stress Changes on the Seismicity of Faults
L. Jeandet Ribes, N. Cubas, H. S. Bhat +1
The long-term erosion of steep landscapes is punctuated by dramatic erosional events that can remove significant amount of sediments within a time-scale shorter than a seismic cycl…
Artificial neural networks for 3D cell shape recognition from confocal images
G. Simionato, K. Hinkelmann, R. Chachanidze +7
We present a dual-stage neural network architecture for analyzing fine shape details from microscopy recordings in 3D. The system, tested on red blood cells, uses training data fro…
Retrieving the scattering strength using noise correlation in a reverberant medium
Aida Hejazi Nooghabi, Lapo Boschi, Philippe Roux +1
We explore how ambient-noise interferometry can serve to track variations in the distribution of scatterers within a medium. Experiments are conducted in the presence and absence o…
Long-Term Cyclicities in Phanerozoic Sea-Level Sedimentary Record and their Potential Drivers (Does the Phanerozoic sea level encode the motion of solar system in the Milky Way ?)
Slah Boulila, Jacques Laskar, Bilal U. Haq +2
Cyclic sedimentation has varied at several timescales and this variability has been geologically well documented at Milankovitch timescales, controlled in part by climatically (ins…