About me

I am a researcher in statistical physics specializing in non-equilibrium dynamics on sparse graphs. I developed a framework to study high-dimensional stochastic systems using systematic weak-coupling expansions of dynamic cavity equations. I characterized stability in complex ecosystems, revealing how sparseness impacts Lotka-Volterra models. My work extends to neural networks and epidemiological inference, providing efficient algorithms for state reconstruction from sparse observations.