👋 Hi there, I'm Dongyeop Woo!

• PhD student at the Structured and Probabilistic Machine Learning Lab, KAIST AI.
• My research focuses on AI for Science, particularly:
  • Material design
  • Small molecule generation
  • Boltzmann generators

📎 Selected Projects

• EGM: Energy-based Generator Matching for Continuous-Time Markov Processes
• iEFM: Iterated Energy-based Flow Matching for Sampling from Boltzmann Densities

🛠️ Tech Stack

Languages: Python, C++, JavaScript, Java, Scala, Ruby, OCaml
Libraries: PyTorch, JAX, NumPy, Matplotlib
Tools: Git, VSCode, Jupyter, Weights & Biases, LaTeX

📫 Contact

• 🧑‍💻 Homepage: dongyeop3813.github.io
• 📧 Email: dongyeob@kaist.ac.kr
• 📝 Google Scholar