@article{llmsasworldmodelsdatadrivenandhuman, title = {LLMs as World Models: Data-Driven and Human-Centered Pre-Event Simulation for Disaster Impact Assessment}, author = {Lingyao Li and Dawei Li and Zhenhui Ou and Xiaoran Xu and Jingxiao Liu and Zihui Ma and Runlong Yu and Min Deng}, year = {2025}, eprint = {2506.06355}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.06355v1}, }