Deriving temperature-dependent material models for structural steel through artificial intelligence
Deriving temperature-dependent material models for structural steel through artificial intelligence is a scholarly work, published in 2018 in ''Construction and Building Materials''. The main subjects of the publication include fire performance, finite element method, Fire resistance, progressive collapse, standardization, structural engineering, nonlinear system, materials science, thermal, computer science, and engineering. The validity of the proposed models in predicting thermal and structural response of steel structures is demonstrated through number of case studies carried out using a highly nonlinear finite element model developed in ANSYS simulation environment.