Enrui Zhang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Genome Wide Association Studies

Recent Advances

Top Venues

PLoS Comput. Biol.

Publications

Zongren Zou, Adar Kahana, Enrui Zhang, Eli Turkel, Rishikesh Ranade, Jay Pathak, George Em Karniadakis
Large scale scattering using fast solvers based on neural operators. CoRR (2024)
Minglang Yin, Zongren Zou, Enrui Zhang, Cristina Cavinato, Jay D. Humphrey, George Em Karniadakis
A Generative Modeling Framework for Inferring Families of Biomechanical Constitutive Laws in Data-Sparse Regimes. CoRR (2023)
Hanxun Jin, Enrui Zhang, Boyu Zhang, Sridhar Krishnaswamy, George Em Karniadakis, Horacio D. Espinosa
Mechanical Characterization and Inverse Design of Stochastic Architected Metamaterials Using Neural Operators. CoRR (2023)
Hanxun Jin, Enrui Zhang, Horacio D. Espinosa
Recent Advances and Applications of Machine Learning in Experimental Solid Mechanics: A Review. CoRR (2023)
Enrui Zhang, Bart Spronck, Jay D. Humphrey, George Em Karniadakis
G2Φnet: Relating Genotype and Biomechanical Phenotype of Tissues with Deep Learning. CoRR (2022)
Enrui Zhang, Adar Kahana, Eli Turkel, Rishikesh Ranade, Jay Pathak, George Em Karniadakis
A Hybrid Iterative Numerical Transferable Solver (HINTS) for PDEs Based on Deep Operator Network and Relaxation Methods. CoRR (2022)
Minglang Yin, Enrui Zhang, Yue Yu, George Em Karniadakis
Interfacing Finite Elements with Deep Neural Operators for Fast Multiscale Modeling of Mechanics Problems. CoRR (2022)
Enrui Zhang, Bart Spronck, Jay D. Humphrey, George Em Karniadakis
G2Φnet: Relating genotype and biomechanical phenotype of tissues with deep learning. PLoS Comput. Biol. 18 (10) (2022)
Adar Kahana, Enrui Zhang, Somdatta Goswami, George Em Karniadakis, Rishikesh Ranade, Jay Pathak
On the Geometry Transferability of the Hybrid Iterative Numerical Solver for Differential Equations. CoRR (2022)
Minglang Yin, Ehsan Ban, Bruno V. Rego, Enrui Zhang, Cristina Cavinato, Jay D. Humphrey, George Em Karniadakis
Simulating progressive intramural damage leading to aortic dissection using an operator-regression neural network. CoRR (2021)
Enrui Zhang, Minglang Yin, George Em Karniadakis
Physics-Informed Neural Networks for Nonhomogeneous Material Identification in Elasticity Imaging. CoRR (2020)