Scientific Researcher
CurrentComplexity reduction, Explainability and Interpretability of machine learned representations and the preceding dynamical training process. Finding better frameworks for describing systems by leveraging existing tools from statistical physics that extend far beyond equilibrium and the quasistatic limit.