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davidomanovic/README.md

Hello World!👋

I am David from NTNU😄 4th year M.Sc. Applied Physics student interested in Machine Learning and Applied Physics ⚛️🤖
I invite you to take a look at some of my favorite open-source projects below. Feel free to collaborate or learn⚡🐍

Open Source Projects

Project Description Language & Tools
⚛️ Particle Simulator Simulate and animate particle motion in C using OpenGL C OpenGL
✉️Spam Detector Generative learning (Gen AI) to detect spam emails Java
🧠 BERT QA LM Small Language Model for Question-Answering PY TF
🌊 CFD Flow Solver Fluid flow with Finite Element Method C++
📖 NLP Grammar Checker NLP using the LSTM model to proof read grammar PY PyTorch
🤖 Machine Learning Tools General tools for Machine Learning PY sklearn TF

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  1. computational-physics-projects computational-physics-projects Public

    A collection of different simulations in fields of physics like Statistical Physics, Quantum Mechanics and Fluid Dynamics.

    Jupyter Notebook 5

  2. particle-simulator particle-simulator Public

    This project implements Verlet integration to simulate particle physics in C, with GLFW for real-time visualization. It demonstrates a simple yet efficient way to model particle movement, particula…

    C 2 1

  3. CFD-FlowSolver CFD-FlowSolver Public

    This project implements a basic 2D Finite Element Method (FEM)-based solver for solving steady-state incompressible flows governed by the Navier-Stokes equations. The project is intended as an educ…

    C++ 1

  4. bert-qa-model bert-qa-model Public

    This project demonstrates fine-tuning a BERT model for language modeling using TensorFlow. The specific purpose is for question-answering.

    Python 2

  5. dog-vs-planet dog-vs-planet Public

    A fun and engaging 2D/3D platformer game built in Unity, featuring a space-themed adventure with planets, asteroids, and dynamic gameplay mechanics. Navigate through challenging levels, avoid obsta…

    C# 1

  6. machine-learning-tools machine-learning-tools Public

    Using statistics, we can implement tools for machine learning. This library contains many imperative methods that are used for LLM, Deep Learning, Neural Networks, etc...

    Jupyter Notebook 2