Lizuo Liu

According to our database, Lizuo Liu authored at least 15 papers between 2019 and 2026.

Collaborative distances:

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

2026

Entropy Stable Conservative Flux Form Neural Networks.

Lizuo Liu, Tongtong Li, Anne Gelb, Yoonsang Lee

J. Sci. Comput., April, 2026

Parametric Hyperbolic Conservation Laws: A Unified Framework for Conservation, Entropy Stability, and Hyperbolicity.

Lizuo Liu, Lu Zhang, Anne Gelb

CoRR, January, 2026

Neural entropy-stable conservative flux form neural networks for learning hyperbolic conservation laws.

Lizuo Liu, Lu Zhang, Anne Gelb

J. Comput. Phys., 2026

2025

Non-intrusive structural-preserving sequential data assimilation.

Lizuo Liu, Tongtong Li, Anne Gelb

CoRR, October, 2025

Invariant Representations via Wasserstein Correlation Maximization.

Keenan Eikenberry, Lizuo Liu, Yoonsang Lee

CoRR, May, 2025

Multi-scale DeepOnet (Mscale-DeepOnet) for Mitigating Spectral Bias in Learning High Frequency Operators of Oscillatory Functions.

Bo Wang, Lizuo Liu, Wei Cai

CoRR, April, 2025

On spectral bias reduction of multi-scale neural networks for regression problems.

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

Neural Networks, 2025

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