Enrui Zhang

15 papers Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Complex bifurcations and new types of structure uncovered in the Qi system.
Math. Comput. Simul.
Enrui Zhang, Xianyi Li
2025 J jnl
An evaluation method for model transfer learning performance in industrial surface defect detection tasks.
Expert Syst. Appl.
Guizhong Fu, Zengguang Zhang, Jinbin Li, Enrui Zhang, Zewei He, Fangyuan Sun, Qixin Zhu, Fuzhou Niu, Hao Chen, Yehu Shen
2024 J jnl
Blending neural operators and relaxation methods in PDE numerical solvers.
Nat. Mac. Intell.
Enrui Zhang, Adar Kahana, Alena Kopanicáková, Eli Turkel, Rishikesh Ranade, Jay Pathak, George Em Karniadakis
2024 J jnl
Large scale scattering using fast solvers based on neural operators.
CoRR
Zongren Zou, Adar Kahana, Enrui Zhang, Eli Turkel, Rishikesh Ranade, Jay Pathak, George Em Karniadakis
2024 — conf
Modelling and Conversion of Heterogeneous Modbus Protocols Based on UML and MySQL.
CAIBDA
Weiming Tong, Enrui Zhang, Jiaqi Shen, Wenqi Jiang, Zhongwei Li
2023 J jnl
A Generative Modeling Framework for Inferring Families of Biomechanical Constitutive Laws in Data-Sparse Regimes.
CoRR
Minglang Yin, Zongren Zou, Enrui Zhang, Cristina Cavinato, Jay D. Humphrey, George Em Karniadakis
2023 J jnl
Mechanical Characterization and Inverse Design of Stochastic Architected Metamaterials Using Neural Operators.
CoRR
Hanxun Jin, Enrui Zhang, Boyu Zhang, Sridhar Krishnaswamy, George Em Karniadakis, Horacio D. Espinosa
2023 J jnl
Recent Advances and Applications of Machine Learning in Experimental Solid Mechanics: A Review.
CoRR
Hanxun Jin, Enrui Zhang, Horacio D. Espinosa
2022 J jnl
A Hybrid Iterative Numerical Transferable Solver (HINTS) for PDEs Based on Deep Operator Network and Relaxation Methods.
CoRR
Enrui Zhang, Adar Kahana, Eli Turkel, Rishikesh Ranade, Jay Pathak, George Em Karniadakis
2022 J jnl
G2Φnet: Relating Genotype and Biomechanical Phenotype of Tissues with Deep Learning.
CoRR
Enrui Zhang, Bart Spronck, Jay D. Humphrey, George Em Karniadakis
2022 J jnl
G2Φnet: Relating genotype and biomechanical phenotype of tissues with deep learning.
PLoS Comput. Biol.
Enrui Zhang, Bart Spronck, Jay D. Humphrey, George Em Karniadakis
2022 J jnl
Interfacing Finite Elements with Deep Neural Operators for Fast Multiscale Modeling of Mechanics Problems.
CoRR
Minglang Yin, Enrui Zhang, Yue Yu, George Em Karniadakis
2022 J jnl
On the Geometry Transferability of the Hybrid Iterative Numerical Solver for Differential Equations.
CoRR
Adar Kahana, Enrui Zhang, Somdatta Goswami, George Em Karniadakis, Rishikesh Ranade, Jay Pathak
2021 J jnl
Simulating progressive intramural damage leading to aortic dissection using an operator-regression neural network.
CoRR
Minglang Yin, Ehsan Ban, Bruno V. Rego, Enrui Zhang, Cristina Cavinato, Jay D. Humphrey, George Em Karniadakis
2020 J jnl
Physics-Informed Neural Networks for Nonhomogeneous Material Identification in Elasticity Imaging.
CoRR
Enrui Zhang, Minglang Yin, George Em Karniadakis