Skip to content
View FatemehRabie's full-sized avatar
0 followers · 2 following
  • Tarbiat Modares University
  • Edinburgh

Achievements

Achievement: Pull Sharkx2

Achievements

Achievement: Pull Sharkx2

Highlights

  • Pro

Block or report FatemehRabie

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
FatemehRabie/README.md

Hi there, I'm Fatemeh Rabie! 👋

Applied Mathematician | AI & Deep Reinforcement Learning Researcher | Data Scientist

I am a Ph.D. candidate in Applied Mathematics transitioning into Data Science and Scientific Machine Learning (SciML). My research focuses on bridging classical Operations Research with modern Artificial Intelligence to solve complex optimal control problems, specifically in healthcare and computational oncology.

🔬 Research Focus & Interests

  • Deep Reinforcement Learning (DRL): PPO, SAC, TRPO, TD3, A2C
  • Mathematical Modeling: ODEs, PDEs, SPDEs, Optimal Control Theory
  • Scientific Machine Learning (SciML): DeepONets, Physics-Informed Neural Networks
  • Healthcare Data Science: Personalized Medicine, Combination Cancer Therapy

💻 Tech Stack

  • Languages: Python, C, LaTeX
  • AI/ML & Data: PyTorch, Stable-Baselines3, SciPy, NumPy, Pandas, Matplotlib
  • Optimization: AIMMS, MATLAB, LINGO

📫 Let's Connect

Popular repositories Loading

  1. python_class python_class Public

    Python 1

  2. chemotherapy chemotherapy Public

    The repository can re-generate the learning curves, wall-clock times and policy heat-maps reported in the article: "Physics-guided deep reinforcement learning for personalized PDE control in cancer…

    Python 1

  3. ChemoViro-DRL-Control ChemoViro-DRL-Control Public

    Official implementation of "Optimal Control of a Virotherapy-Chemotherapy Combination Model via Deep Reinforcement Learning". A framework comparing DRL agents (PPO, TRPO, SAC, TD3) against classica…

    Jupyter Notebook

  4. FatemehRabie FatemehRabie Public