2023
Masters Projects
@Earth Sciences and Geosciences
+Mathematics/Statistics
#Domain adaptation
#machine and deep learning
#volcano-seismology
#earthquake catalogs
Project Summary
to be updated.
Léonard Seydoux
Projects in the same discipline
Automatic detection and location of hydro-acoustic signals linked to Mayotte submarine eruption
2022Masters Projects@Earth Sciences and Geosciences +Computer Science+Mathematics/Statistics #Mayotte#hydro-acoustic event#template matching Project SummarySubmarine volcanic eruptions generate numerous seismic and hydro-acoustic signals (West Mata, Axial Seamount)...
Machine learning model of volcanic lava properties helps understanding the dynamics of volcanic eruptions
2021Masters Projects@Earth Sciences and Geosciences +Chemistry #melt#glass#material#properties#neural networks#thermodynamics Project SummaryHow do molten silicate melts move? How do they exchange heat with their surrounding? How do they crystallize? These...
PARKER — Planetary lidAR seeKing for lifE signatuRe
2021Strategic Projects@Earth Sciences and Geosciences +Mathematics/Statistics+Physics/Astronomy #LiDAR#surface of planets#image processing#geomorphology#critical zone#biomass#signal processing#aliasing Project SummaryThe topography of planets bear the imprint of the...
Automated segmentation and clustering of spICP-ToF-MS time series
2024 Strategic Projects@Earth Sciences/Geosciences #nanoparticles#spICP-ToF-MS#clustering#segmentation Project Summary The detection and characterization of inorganic nanoparticles (NPs) in natural matrices has relied primarily on single-particle ICP-MS (spICP-MS)....