Johannes Faber

An acoustic signal cavitation detection framework based on XGBoost with adaptive selection feature engineering

Yu Sha, Johannes Faber, Shuiping Gou et al. · Measurement · 2022 · 33 citations · Full text

Engineering, Bioengineering, Data Science +14

EPick: Attention-based multi-scale UNet for earthquake detection and seismic phase picking

Wei Li, Megha Chakraborty, Darius Fenner et al. · Frontiers in Earth Science · 2022 · 32 citations · Full text

Natural Sciences, Computer Science, Earth Sciences +17

Model Checking Data-Dependent Real-Time Properties of the European Train Control System

Johannes Faber, Roland Meyer · 2006 · 31 citations

Engineering, Computer Science, Systems Engineering +17

A multi-task learning for cavitation detection and cavitation intensity recognition of valve acoustic signals

Yu Sha, Johannes Faber, Shuiping Gou et al. · Engineering Applications of Artificial Intelligence · 2022 · 30 citations · Full text

Computing, Computer Science, Acoustics +13

CREIME—A <i>C</i> onvolutional <i>R</i> ecurrent Model for <i>E</i> arthquake <i>I</i> dentification and <i>M</i> agnitude <i>E</i> stimation

Megha Chakraborty, Darius Fenner, Wei Li et al. · Journal of Geophysical Research Solid Earth · 2022 · 27 citations · Full text

Natural Sciences, Earth Sciences, Geophysics +16