264 citations · 565 across the 8 of their papers we have counts for
3 papers · 1 filter
Learning Neural Constitutive Laws From Motion Observations for Generalizable PDE Dynamics
Pingchuan Ma, Peter Yichen Chen, Bolei Deng +4
We propose a hybrid neural network (NN) and PDE approach for learning generalizable PDE dynamics from motion observations. Many NN approaches learn an end-to-end model that implici…
Non-Local Phononic Crystals for Dispersion Customization and Undulation-point Dynamics
Arash Kazemi, Kshiteej J. Deshmukh, Fei Chen +4
Dispersion relations govern wave behaviors, and tailoring them is a grand challenge in wave manipulation. We demonstrate inverse design of phononic dispersion using non-local inter…
Nonlinear waves in flexible mechanical metamaterials
Bolei Deng, Jordan R. Raney, Katia Bertoldi +1
Flexible mechanical metamaterials are compliant structures engineered to achieve unique properties via the large deformation of their components. While their static character has b…