Computational Mechanics Researcher

Profile

Experienced Mechanical Simulation Engineer with

years of studying efficient and accurate Finite

Element Methods for material behavior analysis.

Familiar with commercial simulation software.

Skillful programming ability in simulation, data

analysis, and optimization. Willing to learn from

and cooperate with team members and take

responsibility. Desire to contribute to projects with real-life applications.

• Department of Mechanical Engineering, Seoutech University, South Korea

Master in Computational Science 9/ 2015 – 11/ 2017

• Department of Applied Science, HCM City University of Technology, Vietnam

Bachelor in Math. & Computer Science 9/ 2009 – 10/ 2013

• Department of mathematics and computer science, HCM City University of Science, Vietnam

Education

Ph.D. in Mechanical Engineering 9/ 2018 – 9/ 2022

Experience

Researcher

• Seoultech University, Seoul 9/2018 – 9/2022

- Developed an efficient and accurate data-driven method for real-time simulations of indenter contact problems.

- Automated the snapshot data collecting process using Python and Abaqus scripting interface

- Built Matlab and C++ real-time surrogate programs for industrial problems such as snap connection, flexible wire winding, and soft grippers in a joint project funded by the Korean government

• HCMC University of Technology, Vietnam9/ 2015 – 11/ 2017

- Studied different homogenization methods for static and vibration analysis of corrugated shell structures

- Compared the accuracy and efficiency of homogeneous plate simulations using smooth finite element method (SFEM) and corrugated shell simulations using Abaqus and Ansys software

Research Assistant

• Ton Duc Thang University, Vietnam 11/ 2013 – 9/ 2015

- Performed thorough research and analysis about methods for efficient Finite Element Analysis and Structural Health Monitoring of civil structures

- Developed a two-stage method using damage locating vector technique and an optimization scheme to identify the damage locations and extents for multiple structural damage cases

Expertise

Skill

Project and Publication

• Participated in 2 research projects

• Published 10 articles in ISI journals

**************.**@*****.***;

+82-107*******

NHAN MINH NGUYEN

Jan 24th, 1991

Vietnamese

Gongneung-ro, Nowon-gu, Seoul, South Korea Google Scholar Structure analysis

• Model the behavior of beam, plate, and shell

structures

• Simulate static and dynamic large deformations of nonlinear solid under applied loads

• Inverse analysis for structural health monitoring Surrogate modelling

• Build reduced-order models for real-time simulations of parametric systems capturing static and dynamic deformations of nonlinearmaterials

Numerical method

• Finite element method (FEM, S-FEM)

• Optimization algorithm (GA, DE, PSO) and Reliability analysis

• Model order reduction technique (POD, DEIM/ ECSW)

• Data-driven surrogate modelling

• Machine learning and deep learning

Software/Open source

• ANSYS/Abaqus/SolidWorks:Simulate static/dynamic

deformations of nonlinear 2D/3D materials

• EIGEN 3: Build C++ programs for real-time

surrogate of mechanical process

• ML frameworks: Scikit-learn, Keras, PyTorch

Programming

Personal skill

• Independent; Collaborative;Willing to learn;

Responsible; Hardworking; Disciplined; Creative

Languages

English

Vietnam

Hyun-Kyu Kim – Ph.D. supervisor

• Professor at the department of mechanical

engineering Seoultech University, South Korea

• Head of Computational Solid Mechanics Lab

• Email: ***@*********.**.**

• Phone: +82 2 970 6309

Nguyen Thoi Trung – M.S. supervisor

• Director of Institute for Computational Science at Ton Duc Thang University, Vietnam

• Head of Division of Computational Mathematics and Engineering

• Email: ***************@****.***.**

• Phone: +84-028-***-**-***

Reference

Linkedin Lab Website

Contact this candidate