Samuel D. Brody

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 5

Top Topics

Situational Awareness

Top Venues

Publications

Chia-Fu Liu, Lipai Huang, Kai Yin, Samuel D. Brody, Ali Mostafavi
FloodDamageCast: Building Flood Damage Nowcasting with Machine Learning and Data Augmentation. CoRR (2024)
Yu-Hsuan Ho, Cheng-Chun Lee, Nicholas D. Diaz, Samuel D. Brody, Ali Mostafavi
ELEV-VISION: Automated Lowest Floor Elevation Estimation from Segmenting Street View Images. CoRR (2023)
Cheng-Chun Lee, Lipai Huang, Federico Antolini, Matthew Garcia, Andrew Juanb, Samuel D. Brody, Ali Mostafavi
MaxFloodCast: Ensemble Machine Learning Model for Predicting Peak Inundation Depth And Decoding Influencing Features. CoRR (2023)
Miguel Esparza, Hamed Farahmand, Samuel D. Brody, Ali Mostafavi
Examining Data Imbalance in Crowdsourced Reports for Improving Flash Flood Situational Awareness. CoRR (2022)
Faxi Yuan, William Mobley, Hamed Farahmand, Yuanchang Xu, Russell Blessing, Ali Mostafavi, Samuel D. Brody
Predicting Road Flooding Risk with Machine Learning Approaches Using Crowdsourced Reports and Fine-grained Traffic Data. CoRR (2021)