98 citations · 98 across the 2 of their papers we have counts for
2 papers
cs.LG2025
Neural emulation of gravity-driven geohazard runout
Lorenzo Nava, Ye Chen, Maximillian Van Wyk de Vries
Predicting geohazard runout is critical for protecting lives, infrastructure and ecosystems. Rapid mass flows, including landslides and avalanches, cause several thousand deaths ac…
cs.CV2021★ 98 cited
Improving Landslide Detection on SAR Data through Deep Learning
Lorenzo Nava, Oriol Monserrat, Filippo Catani
In this letter, we use deep-learning convolution neural networks (CNNs) to assess the landslide mapping and classification performances on optical images (from Sentinel-2) and SAR…