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By Dr Ruiyu Liang

Preprints

Zlatanova S; Liang R; Canbulat I; Xu H, 2026, An Exploratory Study of Transformer-based Generative AI Surrogate Modeling for 3D Wildfire Spread Simulation in Voxelized City, http://dx.doi.org/10.2139/ssrn.6572079

Liang R; Zhang C; Fan T; Canbulat I; Ma L; Saydam S, 2026, Holographic Visualisation across Industries: Technologies, Applications, and Adaptation Challenges for Mining Digital Twins, http://dx.doi.org/10.2139/ssrn.7491218

Xu H; Zlatanova S; Liang R; Canbulat I, 2025, Generative AI as a Pillar for Predicting 2D and 3D Wildfire Spread: Beyond Physics-Based Models and Traditional Deep Learning, http://dx.doi.org/10.48550/arxiv.2506.02485

Xu H; Zlatanova S; Gorte B; Lamsal R; Heslop D; Liang R; Canbulat I, A Pilot Study on a GPU-Accelerated Voxel Simulation Framework for 3D Indoor and Urban-Scale Gas Dispersion and Aerosol Transport, http://dx.doi.org/10.20944/preprints202606.1036.v1

Xu H; Zlatanova S; Liang R; Canbulat I, Heat Transfer–Driven Voxel-Based Simulation: A High-Performance Framework for Urban-Scale 3D Fire Spread, http://dx.doi.org/10.20944/preprints202607.0157.v1


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