Mohamed Heddar

Mohamed Heddar

Materials Science PhD Student

ENSMM Annaba

About me

Mohamed Heddar is a Materials Science PhD Student working on Additive Manufacturing (AM) of metals. His main focuse is on optimizing AM process parameters for specific application by using machine learning and optimization algorithms. Mohamed believes that explainable machine learning is key for wider acceptance of ML among scientists and inustry leaders. Download my CV.

Interests
  • Additive Manufacturing
  • Machine Learning
  • Modeling and Optimization
Education
  • PhD in Materials Science and Engineering, Since 2012

    ENSMM - Annaba

  • Engineering Diploma in MSE, 2019

    ENSMM - Annaba

  • Masters in Surface Engineering, 2019

    ENSMM - Annaba

Skills

Python

Numpy, Scipy, Matplotlib, Scikit Learn …

mathematica
Mathematica

Symbolic Calculations, ODE, Interactive Manipulation

Adobe Illustrator

Graphic Design

Machine Learning

Explainable Machine Learning, Streamlit

LaTex

Technical Writing

Statistics

Design of Experiment, Expolratory Data Analysis

Experience

Internships

 
 
 
 
 
ENSMM
Lab work assistant
ENSMM
Mar 2020 – Present California
  • Image processing lab work “Quantitative analysis of microstructures during phase transformations”.
  • Micromechanics, Local mechanical behavior of heterogeneous materials: Application to dual phase steels.
  • Texture analysis of deformed metals using MTEX.
  • Mechanical testing and Simulation of metals using of Comsol.
  • Materials Selection: A tutorial using JMatPro.
 
 
 
 
 
ENSMM | Master Thesis
Masters thesis upervision assistant
ENSMM | Master Thesis
Mar 2021 – Jun 2021 Annaba

Master dissertations:

  • Applicaiton of Machine Learning for the Prediciton of Glass Thickness Profile at MFG.
  • Mechanical Simulaiton of Float Glass Process.
  • Simulation of Indenter Contact with the Surface of a Dual Phase Steel in Nanoindentation Experiments.
 
 
 
 
 
TREFISOUD, ENAMC
Intern
Jan 2017 – Dec 2019 Setif

Small duration internships (15 days to 3 mounths) activities include:

  • Investigated a wire breakage problem.
  • Analyzed the fabrication process and its parameters.
  • Proposed several solutions to the wire breakage problem.
  • Studied wire-drawing technique and some other processes.
  • Used diferent lab devices.
  • Handled some IT problems.

Recent Posts

Recent & Upcoming Talks

Recent Publications

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