Umit Isikdag 
- (2024): Drying shrinkage and crack width prediction using machine learning in mortars containing different types of industrial by-product fine aggregates. In: Journal of Building Engineering, v. 97 (November 2024).
- (2024): Cooling load prediction of a double-story terrace house using ensemble learning techniques and genetic programming with SHAP approach. In: Energy and Buildings, v. 313 (June 2024).
- (2024): Editorial: Rising stars in built environment. In: Frontiers in Built Environment, v. 10 (February 2024).
- (2022): Explainable machine learning models for predicting the axial compression capacity of concrete filled steel tubular columns. In: Construction and Building Materials, v. 356 (November 2022).
- (2019): Building Information Management (BIM), A New Approach to Project Management. In: Journal of Sustainable Construction Materials and Technologies, v. 4, n. 1 (June 2019).
- (2011): Emerging technologies for BIM 2.0. In: Construction Innovation, v. 11, n. 3 (July 2011).
- (2007): Investigating the Role of Building Information Models as a Part of an Integrated Data Layer: A Fire Response Management Case. In: Architectural Engineering and Design Management, v. 3, n. 2 (January 2007).
- (2012): Design patterns for BIM-based service-oriented architectures. In: Automation in Construction, v. 25 (August 2012).
- (2010): Two design patterns for facilitating Building Information Model-based synchronous collaboration. In: Automation in Construction, v. 19, n. 5 (August 2010).
Structurae cooperates with
