Mohamed Noureldin
Assistant Professor
Assistant Professor
T214 Civil Engineering
AI applications in Structural Engineering
Machine learning for dynamic & seismic design of structures
Structural Health Monitoring
Full researcher profile
https://research.aalto.fi/...
Areas of expertise
212 Civil and construction engineering, Construction engineering
Research groups
- Structures – Structural Engineering, Mechanics and Computation, Assistant Professor
Publications
RETROFIT DEVICE FOR STRUCTURE
Jinkoo 김진구, 엘딘 모하메드
2023
The Effect of Soil-Structure Interaction on the Seismic Response of Structures Using Machine Learning, Finite Element Modeling and ASCE 7-16 Methods
Tabish Ali, Mohamed Nour Eldin, Waseem Haider
2023
Sensors
Machine learning-based design of a seismic retrofit frame with spring-rotational friction dampers
Masoum M. Gharagoz, Mohamed Noureldin, Jinkoo Kim
2023
Engineering Structures
Explainable probabilistic deep learning framework for seismic assessment of structures using distribution-free prediction intervals
Mohamed Noureldin, Tamer Abuhmed, Melike Saygi, Jinkoo Kim
2023
Computer Aided Civil and Infrastructure Engineering
Machine learning-based seismic assessment of framed structures with soil-structure interaction
Mohamed Noureldin, Tabish Ali, Jinkoo Kim
2023
Frontiers of Structural and Civil Engineering
Seismic retrofit of steel structures with re-centering friction devices using genetic algorithm and artificial neural network
Mohamed Noureldin, Masoum M. Gharagoz, Jinkoo Kim
2023
Steel and Composite Structures
Simplified Life Cycle Cost Estimation of Low-Rise Steel Buildings Using Fundamental Period
M Noureldin, Jinkoo Kim
2023
Sustainability
A machine learning procedure for seismic qualitative assessment and design of structures considering safety and serviceability
Mohamed Noureldin, Ammad Ali, Sung-Han Sim, Jinkoo Kim
2022
Journal of Building Engineering
Fragility-based framework for optimal damper placement in low-rise moment-frame buildings using machine learning and genetic algorithm
Mohamed Noureldin, Ammad Ali, Shabir Memon, Jinkoo Kim
2022
Journal of Building Engineering
Seismic retrofit of a soft first story structure using an optimally designed post – tensioned PC frame
Jonathan Assefa Dereje, Mohamed Nour Eldin, Jinkoo Kim
2021
Earthquakes and Structures