Hi there ๐, I am Nophi.
I am a civil engineer that is passionate in expanding my expertise in the field of structural reliability and optimization. I am also very interested in applying AI and machine learning into different structural engineering problems.
๐ฑ Iโm currently learning Machine Learning.
Structural reliability:
- Sequential compounding method
- System Reliability bounds using Linear Programming
- System reliability analysis of simple bridge network
- Coupling of ZEUS-NL and FERUM
- AK- MCS Active Learning reliability method
Reliability-based Design Optimization / Structural Optimization:
Structural Engineering:
Others:
- Structural System Reliability-Based Design Optimization Considering Fatigue Limit State
- A heuristic optimization considering probabilistic constraints via an equivalent single variable Pearson distribution system
- A heuristic moment-based framework for optimization design under uncertainty
- Probabilistic failure path approach on structural system-reliabilitybased design optimization of fatigue-induced failure
- Structural System Reliability-Based Design Optimization
- Introduction to Programming with MATLAB
- Programming for Everybody (Getting Started with Python)
- Python Data Structures
- Deep Learning Prerequisites: Linear Regression in Python
- Machine Learning
- Supervised Machine Learning: Regression and Classification
- Advanced Learning Algorithms
- Neural Networks and Deep Learning
- Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization
- Latex for Professional Publications
- Optimization probles and algorithms
- Mastering SAP2000: From Beginner to Pro