Field of work
My areas of expertise include reliability analysis, machine learning, BIM, and digitalisation.
My research interests include improving the resilience of structures and infrastructure against various hazards, such as floods, earthquakes, and fires. I have experience in developing models for risk assessment and decision-making, as well as in infrastructure modelling and the design and analysis of offshore structures, bridges, water and wastewater systems, and road networks.
Research areas
Reliability Analysis, Risk Assessment, Fire Safety, Machine Learning, BIM and digitalization
Research groups
- Structual Health and Performance Engineering (SHaPE)
- Spatial Planning and Urban Studies
Publications
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Fire Safety for At-Risk Groups: Challenges in Building Evacuation Design with a Focus on People with Mobility and Cognitive Disabilities
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Enhancing Fire Safety of Buildings’ Occupants: An Integrated Fire Risk Concept into Reliability-Based Evacuation Design Optimization Method Focused on At-Risk Groups
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The impact of data censorship on pre-movement time prediction in building fire evacuation: focusing on people with learning disabilities
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At-Risk People’s Safety in Fire Incidents: Insights Learned from Applying Reliability Index Method