By Professor Sisi Zlatanova

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

Yang C; Tian W; Ding D; Feng Z; Kong S; Yao S; Liu S; Zlatanova S, 2026, Understanding Pedestrian Walking Patterns in Heat-Exposed Environments: A Computer Vision-Based Approach, http://dx.doi.org/10.2139/ssrn.7344766

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; Sun Y; Tupayachi J; Omitaomu O; Zlatanova S; Li X, 2025, Towards the Autonomous Optimization of Urban Logistics: Training Generative AI with Scientific Tools via Agentic Digital Twins and Model Context Protocol, http://dx.doi.org/10.48550/arxiv.2506.13068

Xu H; Omitaomu F; Sabri S; Zlatanova S; Li X; Song Y, 2024, Leveraging Generative AI for Urban Digital Twins: A Scoping Review on the Autonomous Generation of Urban Data, Scenarios, Designs, and 3D City Models for Smart City Advancement, http://dx.doi.org/10.48550/arxiv.2405.19464

Bennett Moses L; Land LPW; Zalnieriute M; Zhao S; Nicholson K; de Sousa T; Sisson S; Tani M; Zlatanova S; Scully JL; Brown G; Krebs S, 2021, Submission: Australian Data Strategy Discussion Paper - Appendix 3 (Initial Consultation questions), http://dx.doi.org/10.2139/ssrn.4066124

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

Liu J; Yang Z; Zlatanova S; Li S; Yu B, A Review of Indoor Localization Methods for Smartphone with Multi-Source Sensors Fusion, http://dx.doi.org/10.20944/preprints202412.2256.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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