An Exploratory Study of Transformer-Based Generative AI Surrogate Modeling for 3D Wildfire Spread Simulation in Voxelized City

Xu, Haowen; Zlatanova, Sisi; Liang, Ruiyu; Canbulat, Ismet

doi:10.5194/isprs-annals-XII-4-W1-2026-317-2026

Articles | Volume XII-4/W1-2026

https://doi.org/10.5194/isprs-annals-XII-4-W1-2026-317-2026

© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.

https://doi.org/10.5194/isprs-annals-XII-4-W1-2026-317-2026

© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.

Articles | Volume XII-4/W1-2026

28 Sep 2026

| 28 Sep 2026

An Exploratory Study of Transformer-Based Generative AI Surrogate Modeling for 3D Wildfire Spread Simulation in Voxelized City

Haowen Xu, Sisi Zlatanova, Ruiyu Liang, and Ismet Canbulat

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Latest update: 28 Sep 2026

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