Charts and atlases for nonlinear data-driven models of dynamics on manifolds. - Daniel Floryan; Michael D. Graham (CoRR, 2021)

Data-driven discovery of intrinsic dynamics. - Daniel Floryan; Michael D. Graham (Nat. Mac. Intell., 2022)

On instabilities in neural network-based physics simulators. - Daniel Floryan (CoRR, 2024)