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followers: 17.0 following: 140.0 repos: 35.0 gists: 0.0

Name: Darío Rodríguez

Type: User

Company: National Center for Supercomputing Applications

Bio: BSc. Mechanical Engineering MSc. Aerospace Engineering PhD Candidate Aero Computer scientist ML, UQ, data science, surrogates and numerical optimization

Location: Champaign, IL

Hi there 👋

I'm Dario, a PhD student in Aerospace Engineering at the Univeristy of Illinois Urbana Champaign collaborating at the Engineering Systems Design Lab. I am currently working on the implementation of Multdisciplinary Design Optimization methods to the conceptual design of scramjets at the Center of Exascale-Enabled for Scramjet Design. You can follow my previous work and publications on these links Research Gate and Google Scholar

My interests range from computer science topics like high performance computing, numerical optimization, surrogate modeling and machine learning to aeropsace subjects like aircraft multidisciplinary design optimization, aerodynamics, propulsion and performance.

I'm profficient in Python, Matlab, Latex, Shell, Git. Currently learning CUDA C++, Fortran and Julia.

Hobbies/learning: robotics (love programming using the open-source ROS), MDO fixed-wing UAVs (Software: OpenVSP, SUAVE - Hardware: Pixhawk)

Here are some stats:

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  • 🔭 I’m currently working on implementing a MDO methodology on the conceptual design of a hypersonic ramjet (scramjet) engines by using the NASA software OpenMDAO, a similar toolset to PyCycle and MIRGE-Com
  • 🌱 Currently learning CUDA with C++ and Python. Also getting familiar with machine learning models applied to Design (Currently using Scikit-Learn and TensorFlow)
  • 👯 Looking to collaborate on any project that involves design pptimization, numerical optimization, surrogate modeling and/or robotics
  • 🤔 Getting familiar and looking for help with Parallel Programming
  • 💬 Ask me about programming tips with Python, Fortran, Matlab, Arduino.
  • 📫 Reach out by email!
  • ⚡ Fun fact I think the future of engineering design relies on AI tools, HPC and metamodels

Darío Rodríguez's Projects

aeropython icon aeropython

Classical Aerodynamics of potential flow using Python and Jupyter Notebooks

autograd icon autograd

Efficiently computes derivatives of numpy code.

cfdpython icon cfdpython

A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/

engineeringdesignoptimization icon engineeringdesignoptimization

This repository contains everything related to Engineering Design and how it couples with Optimization tools implemented in Python

heat_transfer_tps icon heat_transfer_tps

The repo contains several modules to compute the temperature profile across a multilayer thermal protection system for both steady and transient cases

numerical-mooc icon numerical-mooc

A course in numerical methods with Python for engineers and scientists: currently 5 learning modules, with student assignments.

panel_method icon panel_method

Vortex panel method to characterize the airfoil aerodynamics implemented in Python

pycycle icon pycycle

Thermodynamic cycle modeling library, built on top of OpenMDAO

pydakota icon pydakota

pyDAKOTA is an interface to Sandia Laboratory's Design Analysis Kit for Optimization and Terascale Applications (DAKOTA) analysis suite.

python_projects icon python_projects

Repo that contains a miscellaneous set of Python projects for your daily life

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