Scintilla: Simulating Combustible Vegetation for Wildfires
Andrzej Kokosza, Helge Wrede, Daniel Gonzalez Esparza, Milosz Makowski, Daoming Liu, Dominik L. Michels, Sören Pirk, Wojtek Palubicki
摘要
Wildfires are a complex physical phenomenon that involves the combustion of a variety of flammable materials ranging from fallen leaves and dried twigs to decomposing organic material and living flora. All these materials can potentially act as fuel with different properties that determine the progress and severity of a wildfire. In this paper, we propose a novel approach for simulating the dynamic interaction between the varying components of a wildfire, including processes of convection, combustion and heat transfer between vegetation, soil and atmosphere. We propose a novel representation of vegetation that includes detailed branch geometry, fuel moisture, and distribution of grass, fine fuel, and duff. Furthermore, we model the ignition, generation, and transport of fire by firebrands and embers. This allows simulating and rendering virtual 3D wildfires that realistically capture key aspects of the process, such as progressions from ground to crown fires, the impact of embers carried by wind, and the effects of fire barriers and other human intervention methods. We evaluate our approach through numerous experiments and based on comparisons to real-world wildfire data.
问问这篇 Paper
智能体会读完全文。
Lune 把这篇 Paper 索引到了最后一个公式,引用它的顶会 Paper 也一样。你提问,回答直接引用原文。
引用它的顶会 Paper2
- Stressful Tree Modeling: Breaking Branches with StrandsBosheng Li, Nikolas Alexander Schwarz, Wojtek Palubicki, Sören Pirk 等SIGGRAPH 2025 · 被引用 2 次
- Woodstock: Interactive Modeling of Fungal Wood DecayZhanyu Yang, Nikolas Alexander Schwarz, Bosheng Li, Dominik L. Michels 等SIGGRAPH 2026
它引用的顶会 Paper4
- Fire in paradise: mesoscale simulation of wildfiresTorsten Hädrich, Daniel T. Banuti, Wojciech Palubicki, Sören Pirk 等SIGGRAPH 2021 · 被引用 41 次
- Ecoclimates: climate-response modeling of vegetationWojtek Palubicki, Milosz Makowski, Weronika Gajda, Torsten Hädrich 等SIGGRAPH 2022 · 被引用 30 次
- Accurately Solving Rod Dynamics with Graph LearningHan Shao, Tassilo Kugelstadt, Torsten Hädrich, Wojtek Palubicki 等NeurIPS 2021 · 被引用 25 次
- Rhizomorph: The Coordinated Function of Shoots and RootsBosheng Li, Jonathan Klein, Dominik L. Michels, Bedrich Benes 等SIGGRAPH 2023 · 被引用 18 次
相关 Paper
- FieryGS: In-the-Wild Fire Synthesis with Physics-Integrated Gaussian SplattingQianfan Shen, Ningxiao Tao, Qiyu Dai, Tianle Chen 等ICLR 2026 · 被引用 3 次
- Advanced Global Wildfire Activity Modeling with Hierarchical Graph ODEFan Xu, Wei Gong, Hao Wu, Lilan Peng 等KDD 2026
- Unleashing the Potential of Multi-modal Foundation Models and Video Diffusion for 4D Dynamic Physical Scene SimulationZhuoman Liu, Weicai Ye, Yan Luximon, Pengfei Wan 等CVPR 2025
- A Pre-convolved Representation for Plug-and-Play Neural Illumination FieldsYiyu Zhuang, Qi Zhang, Xuan Wang, Hao Zhu 等AAAI 2024 · 被引用 3 次
- DehazeGS: Seeing Through Fog with 3D Gaussian SplattingJinze Yu, Yiqun Wang, Aiheng Jiang, Zhengda Lu 等AAAI 2026 · 被引用 2 次
