### Research Interests

I am interested in applied probability theory, more specifically in interacting particle systems for real world applications. I have worked on scaling limits for models of chemical reaction networks, focusing on the relations between their dynamics and their structure. More recently, I have started to work on scaling limits of statistical learning algorithms seen as interacting particle systems.

- Seemingly stable chemical kinetics can be stable, marginally stable or unstable, with J. Mattingly,
**arXiv:1810.06547**
- Large Deviations Theory for Markov Jump Models of Chemical Reaction Networks, with A. Dembo and J.-P. Eckmann,
** Ann. Appl. Prob. 28 (3)**, 1821-1855 (2018)
- On the Geometry of Chemical Network Theory: Lyapunov Function and Large Deviations Theory, with A. Dembo and J.-P. Eckmann,
** J. Stat. Phys. 172 (2)**, 321-352 (2018)
- The Colored Hofstadter Butterfly for the Honeycomb Lattice, with G. M. Graf and J.-P. Eckmann,
**J. Stat. Phys. 156 (3)**, 417-426 (2014)

### Teaching

- Stochastic calculus (MATH 545.01)