Published
Leveraging Large Language Models for Agent-Based Simulation of Human–Water System Interactions
Yang, Y. C. E., & Chiou, W. Water Resources Research, 62(6), e2025WR042111.
Publications & talks
Research record
Published, under revision, and in-preparation work is labeled explicitly. Public links point to the publisher, official program, poster, or institutional record.
Journal articles
- 2026
Manuscripts
- Current
In revision
Household Flood Adaptation and Financial Outcomes: A Coupled Human–Flood Modeling Analysis of Homeowners and Renters
Chiou, W. Y., Yang, Y. C. E., Tanaka, T., Jamrussri, S., & Feng, S. Water Resources Research.
- Current
Flood Adaptation Decision Variables and Pathways across Social Groups: A Comparison between Human Survey Responses and Responses Generated by Large Language Models
Chiou, W. Y.
Conference presentations
- 2026
Paper presentation
What Makes AI Believable? Comparing AI and Human Responses in Mental Health Risk Assessment
Chiou, W., & Chiou, H. 2026 ISDSA Meeting on Data Science and Analytics, Beijing, China, July 28–31, 2026.
- 2025
Poster
Modeling Long-Term Flood Adaptation Action Across Marginalized and Non-Marginalized Groups: A Coupled Agent-Based Model
Chiou, W., Yang, Y. C. E., Tanaka, T., Jamrussri, S., & Feng, S. AGU25, New Orleans. Abstract 1890827; poster NH41E-0449.
- 2025
Oral presentation 38-03
Investigating the Decision-Making Process and Causal Relationships between Flood Risk Perception and Adaptation Actions
The 2nd International Sociohydrology Conference, Tokyo, Japan.
- 2023
Conference abstract
Submarine groundwater discharge study combining electrical resistivity tomography, field observation, and numerical simulation
AGU Fall Meeting 2023.
Contact
Build evaluations that connect model behavior to real evidence
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