I am a civil engineer who is enthusiastic about research in machine learning, data science, meta-modelling, design optimization, generative design, and road construction process improvement.
You can learn more about me at my portfolio website: https://sheni.nl
Expertise
Engineering
- Design
- Couplings
- Foundations
Earth and Planetary Sciences
- Building
- Layout
- Module
- Solar Radiation
Social Sciences
- Construction
Organisations
Publications
2023
Coupling the Road Construction Process Quality Indicators into Product Quality Indicators (2023)[Thesis › EngD Thesis]. University of Twente. Shen, Q.Surrogate modelling of solar radiation potential for the design of PV module layout on entire façade of tall buildings (2023)Energy and buildings, 286. Article 112958. Vahdatikhaki, F., Barus, M. V., Shen, Q., Voordijk, H. & Hammad, A.https://doi.org/10.1016/j.enbuild.2023.112958Coupling asphalt construction process quality into product quality using data-driven methods (2023)In Proceedings of the 40th International Symposium on Automation and Robotics in Construction, ISARC 2023 (pp. 349-356) (Proceedings of the International Symposium on Automation and Robotics in Construction). International Association for Automation and Robotics in Construction (IAARC). Shen, Q., Vahdatikhaki, F., Miller, S. R. & Dorée, A. G.https://doi.org/10.22260/ISARC2023/0048
2022
Machine learning in the road construction sector: A review (2022)[Contribution to conference › Paper] CROW Infradagen 2022. Shen, Q., Miller, S. R. & Vahdatikhaki, F.Metamodel-based generative design of wind turbine foundations (2022)Automation in construction, 138. Article 104233. Shen, Q., Vahdatikhaki, F., Voordijk, H., van der Gucht, J. & van der Meer, L.https://doi.org/10.1016/j.autcon.2022.104233
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