Lizuo Liu

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 8

Top Topics

Subband Decomposition

Top Venues

SIAM J. Sci. Comput.

Publications

Lizuo Liu, Wei Cai
DeepPropNet - A Recursive Deep Propagator Neural Network for Learning Evolution PDE Operators. CoRR (2022)
Bo Wang, Heng Yuan, Lizuo Liu, Wenzhong Zhang, Wei Cai
On the Convergence of the Multi-scale Deep Neural Network (MscaleDNN) in Approximating Oscillatory Functions. CoRR (2022)
Lizuo Liu, Kamaljyoti Nath, Wei Cai
A Causality-DeepONet for Causal Responses of Linear Dynamical Systems. CoRR (2022)
Lizuo Liu, Bo Wang, Wei Cai
A Linearized Learning with Multiscale Deep Neural Network for Stationary Navier-Stokes Equations with Oscillatory Solutions. CoRR (2021)
Lizuo Liu, Wei Cai
Multiscale DeepONet for Nonlinear Operators in Oscillatory Function Spaces for Building Seismic Wave Responses. CoRR (2021)
Wei Cai, Xiaoguang Li, Lizuo Liu
A Phase Shift Deep Neural Network for High Frequency Approximation and Wave Problems. SIAM J. Sci. Comput. 42 (5) (2020)
Wei Cai, Xiaoguang Li, Lizuo Liu
A Phase Shift Deep Neural Network for High Frequency Wave Equations in Inhomogeneous Media. CoRR (2019)
Wei Cai, Xiaoguang Li, Lizuo Liu
PhaseDNN - A Parallel Phase Shift Deep Neural Network for Adaptive Wideband Learning. CoRR (2019)