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Report abusePrincipal Investigator at Aithyra in Vienna, working on generative models for proteins and cells.
I'm a PI at Aithyra (a research institute at the intersection of ML and life sciences in Vienna, led by Michael Bronstein), where I build generative models for proteins and cells. My research focuses on:
- Flow matching — simulation-free training of continuous normalizing flows
- Protein design — generative models over SE(3) and sequence spaces
- Boltzmann sampling — scalable methods for sampling from molecular distributions
- Single-cell dynamics — modeling cellular trajectories and causal discovery
Before Aithyra, I was a postdoc with Yoshua Bengio at Mila, and I completed my PhD at Yale advised by Smita Krishnaswamy. I also cofounded Dreamfold.
| Project | Description | Stars |
|---|---|---|
| TorchCFM | Conditional Flow Matching library for training flow models | |
| Open-dLLM | Open diffusion language model for code generation | |
| FoldFlow | SE(3)-stochastic flow matching for protein backbone generation | |
| DISCO | General multimodal protein design with DNA-encoded chemistry | |
| transferable-samplers | Amortized sampling of molecular systems with normalizing flows |
📚 Check out my publications — including work on FALCON, PAPL, and PITA.
🇦🇹 Based in Vienna, Austria · 🇺🇸 Grew up in Seattle
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