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ShayanDodge/README.md

Shayan Dodge

Physicist

I am a highly skilled physicist, deeply passionate about programming, engineering simulations, and machine learning research. My expertise spans extensive experience in machine learning and deep learning, applying these techniques to solve complex problems in physics and engineering. Additionally, I develop advanced computer codes using C++, Python, and MATLAB for computational physics, with a particular emphasis on electromagnetics.

icons8-skill-64 (1) Skills

  • Strong background in physics.
  • Proficient in machine learning and deep learning (Physics Informed Neural Network).
  • Experience with numerical methods and algorithms for simulation and modeling (FDM, FTTD, FEM, BEM, MOM).
  • Proficient in programming languages such as Python, C++, and MATLAB

Languages and Tools

C++ MATLAB Python Visual Studio Code Linux Ubuntu Git GitHub

Numerical Computing Tools

Numpy Pandas scikit_learn SciPy

Artificial Intelligence Tools

Jupyter TensorFlow Keras

Let's Work Together!

If you're interested in working with me, please don't hesitate to contact me. You can reach me through my email me at dodgeshayan@gmail.com. I look forward to hearing from you!

Connect with Me

Gmail LinkedIn Telegram WhatsApp

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  1. FELINES-Lightning-Forecast FELINES-Lightning-Forecast Public

    FELINES is a predictive lightning protection system that detects Preliminary Breakdown Pulses (PBP) to forecast dangerous Return Strokes (RS) affecting electrical infrastructures. Combining electro…

    1

  2. INI-VPINN INI-VPINN Public

    1

  3. 1D-FDTD-Plane-Wave-Plasma-MATLAB 1D-FDTD-Plane-Wave-Plasma-MATLAB Public

    This repository contains a MATLAB implementation of the 1D Finite Difference Time Domain (FDTD) method for simulating the propagation of plane electromagnetic waves in a plasma medium.

    MATLAB 9 1

  4. DL-SAR-Hotspots DL-SAR-Hotspots Public

    DL-SAR-Hotspots is a deep learning framework for predicting Specific Absorption Rate (SAR) hotspot locations and values from electromagnetic simulation data. The project uses Convolutional Neural N…

    Jupyter Notebook 1

  5. 3D-FDTD-Plane-Wave-MATLAB 3D-FDTD-Plane-Wave-MATLAB Public

    3-D Finite Difference Time Domain Methods for Plane Wave Propagation in a Vacuum.

    MATLAB 5 1