UDTLab도시방재연구실

Urban Disaster Technology Lab도시방재연구실 · UDTLab

Fast prediction of urban disasters with CFD simulation and AI surrogate models

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Department of Fire Protection Engineering, Pukyong National University국립부경대학교 소방공학과

Research

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CFD-AI surrogate modelsCFD-AI 대리모델 AI models trained on CFD results that predict fire and thermal fields in a fraction of the time Wildfire산불 Fire spread and risk at the wildland–urban interface Battery fire배터리 화재 Thermal runaway and fire propagation in lithium-ion batteries Heatwave폭염 Urban thermal environment and heat-vulnerable areas Urban disaster도시 재난 City-scale disaster risk assessment and response

About

UDTLab studies urban disasters such as wildfires, battery fires, and heatwaves. We simulate them with computational fluid dynamics (CFD) and train machine learning surrogate models on the results, so that predictions that once took hours of simulation can support decisions in the field.

Selected publications

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    (Journal name) · 2026

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News

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We are recruiting

We are looking for graduate students and undergraduate researchers interested in fire, heat, CFD, and machine learning. Send us an email to start the conversation.

산불·배터리 화재·폭염 연구와 CFD, 머신러닝에 관심 있는 대학원생과 학부연구생을 모집합니다.

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