Hi 👋🏻, I am Roman Poletukhin, a first-year PhD student at Imperial College London 🇬🇧, supervised by Dr. Joey Bose.
I did my master's degree at the Technical University of Munich 🇩🇪, supervised by Prof. Stephan Günnemann.
Recently, I was a research intern at the Bosch Center for AI, where I worked on diffusion-related topics.
My research focuses on AI4Science, especially, in application to chemistry and biology. Broadly, I am interested in:
- Diffusion-based generative modeling;
- Graph neural networks;
- Geometric deep learning, and related topics.
News #
- May 2026: MotiFlow is accepted to GenBio workshop at ICML 🇰🇷.
- Jan 2026: Our pre-print on de novo generation of drug-like molecules in 3D from rigid motifs is on arXiv.
- Oct 2025: Started my internship at the Bosch Center for AI.