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followers: 9.0 following: 26.0 repos: 18.0 gists: 0.0

Name: Nophi

Type: User

Company: Ulsan National Institute of Science and Technology (UNIST)

Bio: My current research interest includes integrating failure-path system reliability analysis into a reliability-based design optimization (RBDO) framework.

Location: Ulsan, South Korea

Hi there šŸ‘‹, 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.

šŸŒ± Iā€™m currently learning Machine Learning and Mathematics for machine Learning.

šŸ‘€ Check out my notes and scripts about:

Structural reliability:

  1. Sequential compounding method
  2. System Reliability bounds using Linear Programming
  3. System reliability analysis of simple bridge network
  4. Coupling of ZEUS-NL and FERUM

Reliability-based Design Optimization / Structural Optimization:

  1. Optimization Algorithms
  2. Reliability-based Design Optimization

Structural Engineering:

  1. Stiffness method for 2D planar truss using python
  2. OpenSeesPy tutorial

Others:

  1. Homeworks in Geotechnical Earthquake Engineering class

šŸ“ You can check my previous scientific work on:

šŸŽ“ Online courses I finished previously:

šŸ”— Connect with me

github linkedin

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Nophi's Projects

machine-learning icon machine-learning

These are the preliminary codes I used in learning machine learning. Most of the examples here are in the civil engineering field.

master-python-programming icon master-python-programming

This repository contains the notes and python jupyter codes I used for the Udemy online course by Mike Cohen entitled "Master Python programming by solving scientific projects".

openseespy-tutorials icon openseespy-tutorials

This repository will contain openseespy models I have created to learn structural analysis using the opensees in python.

personal-website icon personal-website

Code that'll help you kickstart a personal website that showcases your work as a software developer.

pystra icon pystra

Python Structural Reliability Analysis

rbdo-matlab-double-loop icon rbdo-matlab-double-loop

This Matlab files are used to demonstrate on how to perform Reliability-based Design Optimization (RBDO) using FERUM. Two approaches are used namely: Reliability Index Approach (RIA) and Performance Measure Approach.

system-reliability-using-lp icon system-reliability-using-lp

A short term paper that shows how to use cvx in performing system reliability analysis using linear programming bounds.

truss-analysis-ten-bar-truss icon truss-analysis-ten-bar-truss

This is a simple truss analysis using stiffness method on a ten bar truss problem commonly used as a benchmark problem for structural optimization.

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