Giter VIP home page Giter VIP logo

projects's Introduction

Projects

  1. Pattern formation in Reaction-Diffusion systems (e.g., flame front) - PhD McGill September 2017

  • Developed finite difference C++ codes for large-scale parallel computing, achieved 10x speedup
  • Specialized and optimized the pre-existing Adaptive Mesh Refinement (AMR) code for simulations of heat/mass transfer in 2D & 3D, (2 orders of magnitude speedup & reduced the computational cost and memory usage)



    1. Simulation of heat & mass transfer in particulate fuel combustion systems (forest fire model) - Research Associate McGill Sep 2017- January 2018

  • Developed C++ codes for large-scale parallel computing using AMR algorithm, 10x speed up across 512 computational cores
  • Coded shell scripts & Python scripts to collect, interpret, and visualize more than 10TB of data
  • Programmed Matlab codes to perform spectral analysis, improved the accuracy of estimates by 20%



    1. Solidification process of sintered powder Aluminum-based alloys - Marine Additive Manufacturing Centre of Excellence, University of New Brunswick February 2018 - August 2021

  • Designed & implemented a high-performance computing algorithm for large-scale simulations of a solidification during 3D Metal Printing process of mechanical parts, resulting in 35x speedup across 1024 cores by applying MPI techniques.
  • Initiated process automation that required to collect, interpret, and visualize more than 10TB of data during 3D printing simulation. Accelerated processing time 7-fold (from 14 to 2 days).


    1. Capstone project (The Data Incubator Fellowship) - August 2021

    E-com Fitness is a web-based application designed to forecast fitness product sales using data extracted from social media and time-series analysis of historical data

    This application is designed to:

  • Provide buyers habit trends
  • Output potential profit
  • Provide negative feedback, modify sales strategies to gain customer retention
  • Predict product success or failure


    • Deploy

    projects's People

    Contributors

    hosseinphy avatar

    Watchers

    avatar

    Recommend Projects

    • React photo React

      A declarative, efficient, and flexible JavaScript library for building user interfaces.

    • Vue.js photo Vue.js

      🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

    • Typescript photo Typescript

      TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

    • TensorFlow photo TensorFlow

      An Open Source Machine Learning Framework for Everyone

    • Django photo Django

      The Web framework for perfectionists with deadlines.

    • D3 photo D3

      Bring data to life with SVG, Canvas and HTML. 📊📈🎉

    Recommend Topics

    • javascript

      JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

    • web

      Some thing interesting about web. New door for the world.

    • server

      A server is a program made to process requests and deliver data to clients.

    • Machine learning

      Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

    • Game

      Some thing interesting about game, make everyone happy.

    Recommend Org

    • Facebook photo Facebook

      We are working to build community through open source technology. NB: members must have two-factor auth.

    • Microsoft photo Microsoft

      Open source projects and samples from Microsoft.

    • Google photo Google

      Google ❤️ Open Source for everyone.

    • D3 photo D3

      Data-Driven Documents codes.