@inproceedings{trevlopoulos:hal-05578779, TITLE = {{Damage State-Dependent Fragility Models for Multi-Hazard Interactions based on Bayesian Modeling with Interpretable Effects Guided by a Causal Directed Acyclic Graph}}, AUTHOR = {Trevlopoulos, Konstantinos and Gehl, Pierre and Negulescu, Caterina}, URL = {https://hal.science/hal-05578779}, BOOKTITLE = {{Proceedings of the 18th European Conference on Earthquake Engineering (ECEE2026)}}, ADDRESS = {Berlin, Germany}, ORGANIZATION = {{Technische Universit{\"a}t Berlin}}, YEAR = {2026}, MONTH = Sep, KEYWORDS = {causal inference ; Bayesian modeling ; multi-hazard ; state-dependent ; Fragility models ; Fragility models state-dependent multi-hazard Bayesian modeling causal inference}, PDF = {https://hal.science/hal-05578779v1/file/ECEE2026_Trevlopoulos_et_al.pdf}, HAL_ID = {hal-05578779}, HAL_VERSION = {v1}, }