Browsing 38-Issue 2 by Subject "Dimensionality reduction and manifold learning"

Now showing items 1-1 of 1

    • Latent-space Dynamics for Reduced Deformable Simulation 

      Fulton, Lawson; Modi, Vismay; Duvenaud, David; Levin, David I. W.; Jacobson, Alec (The Eurographics Association and John Wiley & Sons Ltd., 2019)
      We propose the first reduced model simulation framework for deformable solid dynamics using autoencoder neural networks. We provide a data-driven approach to generating nonlinear reduced spaces for deformation dynamics. ...