Lizuo Liu

According to our database, Lizuo Liu authored at least 8 papers between 2019 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

On the Convergence of the Multi-scale Deep Neural Network (MscaleDNN) in Approximating Oscillatory Functions.

Bo Wang, Heng Yuan, Lizuo Liu, Wenzhong Zhang, Wei Cai

CoRR, 2022

A Causality-DeepONet for Causal Responses of Linear Dynamical Systems.

Lizuo Liu, Kamaljyoti Nath, Wei Cai

CoRR, 2022

DeepPropNet - A Recursive Deep Propagator Neural Network for Learning Evolution PDE Operators.

Lizuo Liu, Wei Cai

CoRR, 2022

2021

Multiscale DeepONet for Nonlinear Operators in Oscillatory Function Spaces for Building Seismic Wave Responses.

Lizuo Liu, Wei Cai

CoRR, 2021

A Linearized Learning with Multiscale Deep Neural Network for Stationary Navier-Stokes Equations with Oscillatory Solutions.

Lizuo Liu, Bo Wang, Wei Cai

CoRR, 2021

2020

A Phase Shift Deep Neural Network for High Frequency Approximation and Wave Problems.

Wei Cai, Xiaoguang Li, Lizuo Liu

SIAM J. Sci. Comput., 2020

2019

A Phase Shift Deep Neural Network for High Frequency Wave Equations in Inhomogeneous Media.

Wei Cai, Xiaoguang Li, Lizuo Liu

CoRR, 2019

PhaseDNN - A Parallel Phase Shift Deep Neural Network for Adaptive Wideband Learning.

Wei Cai, Xiaoguang Li, Lizuo Liu

CoRR, 2019