Tag: Mathematics

  • Machine learning with geodesic flows

    Machine learning with geodesic flows

    Overview Many physical, biological and engineering systems evolve over time according to geometric laws, for example planets follow elliptical orbits shaped by gravity, and fluids swirl along streamlines governed by curvature and vorticity. A central challenge in modern machine learning is to model these dynamics faithfully and efficiently, especially in cases where the underlying structure…