Samuel D. Brody

According to our database, Samuel D. Brody authored at least 8 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Property-Level Flood Risk Assessment Using AI-Enabled Street-View Lowest Floor Elevation Extraction and ML Imputation Across Texas.

Xiangpeng Li, Yu-Hsuan Ho, Samuel D. Brody, Ali Mostafavi

CoRR, April, 2026

2025

A Parametric Framework for Anticipatory Flashflood Warning: Integrating Landscape Vulnerability with Precipitation Forecasts.

Xiangpeng Li, Junwei Ma, Samuel D. Brody, Ali Mostafavi

CoRR, December, 2025

High-resolution flood probability mapping using generative machine learning with large-scale synthetic precipitation and inundation data.

Lipai Huang, Federico Antolini, Ali Mostafavi, Russell Blessing, Matthew Garcia, Samuel D. Brody

Comput. Aided Civ. Infrastructure Eng., 2025

2024

FloodDamageCast: Building Flood Damage Nowcasting with Machine Learning and Data Augmentation.

Chia-Fu Liu, Lipai Huang, Kai Yin, Samuel D. Brody, Ali Mostafavi

CoRR, 2024

ELEV-VISION: Automated Lowest Floor Elevation Estimation from Segmenting Street View Images.

Yu-Hsuan Ho, Cheng-Chun Lee, Nicholas D. Diaz, Samuel D. Brody, Ali Mostafavi

ACM J. Comput. Sustain. Soc., 2024

2023

MaxFloodCast: Ensemble Machine Learning Model for Predicting Peak Inundation Depth And Decoding Influencing Features.

Cheng-Chun Lee, Lipai Huang, Federico Antolini, Matthew Garcia, Andrew Juanb, Samuel D. Brody, Ali Mostafavi

CoRR, 2023

2022

Examining Data Imbalance in Crowdsourced Reports for Improving Flash Flood Situational Awareness.

Miguel Esparza, Hamed Farahmand, Samuel D. Brody, Ali Mostafavi

CoRR, 2022

2021

Predicting Road Flooding Risk with Machine Learning Approaches Using Crowdsourced Reports and Fine-grained Traffic Data.

Faxi Yuan, William Mobley, Hamed Farahmand, Yuanchang Xu, Russell Blessing, Ali Mostafavi, Samuel D. Brody

CoRR, 2021