Enrui Zhang

According to our database, Enrui Zhang authored at least 11 papers between 2020 and 2024.

Collaborative distances:

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

2024

Large scale scattering using fast solvers based on neural operators.

Zongren Zou, Adar Kahana, Enrui Zhang, Eli Turkel, Rishikesh Ranade, Jay Pathak, George Em Karniadakis

CoRR, 2024

Modelling and Conversion of Heterogeneous Modbus Protocols Based on UML and MySQL.

Weiming Tong, Enrui Zhang, Jiaqi Shen, Wenqi Jiang, Zhongwei Li

Proceedings of the 2024 4th International Conference on Artificial Intelligence, 2024

2023

Mechanical Characterization and Inverse Design of Stochastic Architected Metamaterials Using Neural Operators.

Hanxun Jin, Enrui Zhang, Boyu Zhang, Sridhar Krishnaswamy, George Em Karniadakis, Horacio D. Espinosa

CoRR, 2023

A Generative Modeling Framework for Inferring Families of Biomechanical Constitutive Laws in Data-Sparse Regimes.

Minglang Yin, Zongren Zou, Enrui Zhang, Cristina Cavinato, Jay D. Humphrey, George Em Karniadakis

CoRR, 2023

Recent Advances and Applications of Machine Learning in Experimental Solid Mechanics: A Review.

Hanxun Jin, Enrui Zhang, Horacio D. Espinosa

CoRR, 2023

2022

G2Φnet: Relating genotype and biomechanical phenotype of tissues with deep learning.

Enrui Zhang, Bart Spronck, Jay D. Humphrey, George Em Karniadakis

PLoS Comput. Biol., October, 2022

On the Geometry Transferability of the Hybrid Iterative Numerical Solver for Differential Equations.

Adar Kahana, Enrui Zhang, Somdatta Goswami, George Em Karniadakis, Rishikesh Ranade, Jay Pathak

CoRR, 2022

A Hybrid Iterative Numerical Transferable Solver (HINTS) for PDEs Based on Deep Operator Network and Relaxation Methods.

Enrui Zhang, Adar Kahana, Eli Turkel, Rishikesh Ranade, Jay Pathak, George Em Karniadakis

CoRR, 2022

Interfacing Finite Elements with Deep Neural Operators for Fast Multiscale Modeling of Mechanics Problems.

Minglang Yin, Enrui Zhang, Yue Yu, George Em Karniadakis

CoRR, 2022

2021

Simulating progressive intramural damage leading to aortic dissection using an operator-regression neural network.

Minglang Yin, Ehsan Ban, Bruno V. Rego, Enrui Zhang, Cristina Cavinato, Jay D. Humphrey, George Em Karniadakis

CoRR, 2021

2020

Physics-Informed Neural Networks for Nonhomogeneous Material Identification in Elasticity Imaging.

Enrui Zhang, Minglang Yin, George Em Karniadakis

CoRR, 2020