Skip to content
View Radiationsafety's full-sized avatar
4 followers · 38 following

Achievements

Achievement: Pull Shark

Achievements

Achievement: Pull Shark

Highlights

Block or report Radiationsafety

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 supported. This note will be visible to only you.
Report abuse

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

Report abuse
Radiationsafety/README.md

Konstantin Chizhov

Senior Researcher | Radiation protection | AI&ML

🔬 Research & Expertise

  • Mathematical modelling
  • Inverse problems
  • Machine learning & Neural networks
  • Explainable & Interpretable AI (XAI)
  • Radiation dosimetry
  • Radiation epidemiology
  • Radiobiology
  • Monte-Carlo particle transport: Geant4

⚙️ Technical Stack

  • Languages: Python, R, Mathematica, C++ for Geant4
  • Data Science & ML Frameworks: Pandas NumPy Scikit-learn XGBoost LightGBM CatBoost PyTorch, TensorFlow, Keras, Scikit-learn
  • Visualization & Analysis: Matplotlib Plotly Seaborn
  • XAI: SHAP, LIME
  • Database: PostgeSQL, dBeaver, sqlalchemy
  • DevOps: Docker
  • Research Tools: LaTeX
  • Development Tools: Jupyter, Marimo, Git

📂 GitHub Projects

  • bssunfold - Python package for neutron spectrum unfolding from measurements obtained with Bonner Sphere Spectrometer (BSS)

🎓 Publications

Pinned Loading

  1. bssunfold bssunfold Public

    Python package for neutron spectrum unfolding from measurements obtained with Bonner Sphere Spectrometer (BSS)

    Python 5