Julian Hofmann

floodGAN: Using Deep Adversarial Learning to Predict Pluvial Flooding in Real Time

Julian Hofmann, Holger Schüttrumpf · Water · 2021 · 95 citations · Full text

Convolutional Neural Network, Hydrological Prediction, Engineering +24

Risk-Based Early Warning System for Pluvial Flash Floods: Approaches and Foundations

Julian Hofmann, Holger Schüttrumpf · Geosciences · 2019 · 62 citations · Full text

Engineering, Flood Control, Information System +18

Risk-Based and Hydrodynamic Pluvial Flood Forecasts in Real Time

Julian Hofmann, Holger Schüttrumpf · Water · 2020 · 37 citations · Full text

Flash Flood, Hydrological Disaster, Engineering +14

A Spatiotemporal Deep Learning Approach for Urban Pluvial Flood Forecasting with Multi-Source Data

Benjamin Burrichter, Julian Hofmann, Juliana Koltermann da Silva et al. · Water · 2023 · 31 citations · Full text

Engineering, Flood Control, Disaster Detection +17

Intersecting near-real time fluvial and pluvial inundation estimates with sociodemographic vulnerability to quantify a household flood impact index

Matthew Preisser, Paola Passalacqua, R. Patrick Bixler et al. · Hydrology and earth system sciences · 2022 · 14 citations · Full text

Flash Flood, Hydrological Disaster, Engineering +15