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An approach for developing probabilistic models for temperature-dependent properties of construction materials from fire tests and small data (2022)
Journal Article

Probabilistic approaches provide a more realistic look into assessing structures under fire conditions and overcome some limitations observed in the more traditional (deterministic) approaches. These approaches have also been introduced to the fire e... Read More about An approach for developing probabilistic models for temperature-dependent properties of construction materials from fire tests and small data.

Generalized temperature-dependent material models for compressive strength of masonry using fire tests, statistical methods and artificial intelligence (2022)
Journal Article

Masonry has superior fire resistance properties stemming from its inert characteristics, and slow degradation of mechanical properties. However, once exposed to fire conditions, masonry undergoes a series of physio-chemical changes. Such changes are... Read More about Generalized temperature-dependent material models for compressive strength of masonry using fire tests, statistical methods and artificial intelligence.

Implications of performance-based seismic design of nonstructural building components on life cycle cost of buildings (2018)
Book Chapter

Current trends in structural design emphasizes on robust, resilient and sustainable design of buildings, and this is achieved by multiple design objectives that support target performance levels for the intended design concept. Recent innovations tow... Read More about Implications of performance-based seismic design of nonstructural building components on life cycle cost of buildings.

Evaluation of coupled partial models in structural engineering using graph theory and sensitivity analysis (2011)
Journal Article

The process of analysis and design in structural engineering requires the consideration of different partial models of loading, structural material, structural elements and analysis type, among others. All of these, need an adequate modelling as indi... Read More about Evaluation of coupled partial models in structural engineering using graph theory and sensitivity analysis.