Zhang, Enrui
- Blending Neural Operators and Relaxation Methods in PDE Numerical Solvers
2022/08/28 by Enrui Zhang, Zhang, Enrui, Adar Kahana +10 · 14 citations
Computer Science · Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Matrix Theory and Algorithms #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Numerical methods for differential equations
- On the Geometry Transferability of the Hybrid Iterative Numerical Solver for Differential Equations
2022/10/31 by Kahana, Adar, Zhang, Enrui, Goswami, Somdatta +3 · 4 citations
#FOS: Mathematics #Numerical Analysis (math.NA)
- Physics-Informed Neural Networks for Nonhomogeneous Material Identification in Elasticity Imaging
2020/09/02 by Enrui Zhang, Zhang, Enrui, Minglang Yin +3 · 2 citations
Earth and Planetary Sciences · Engineering · Physics and Astronomy · #Elasticity and Material Modeling #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Seismic Imaging and Inversion Techniques #Soft Condensed Matter (cond-mat.soft) #electronic engineering #information engineering
- Mechanical Characterization and Inverse Design of Stochastic Architected Metamaterials Using Neural Operators
2023/11/23 by Hanxun Jin, Jin, Hanxun, Enrui Zhang +9 · 1 citation
Chemistry · Engineering · Materials Science · #Acoustic Wave Phenomena Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Polydiacetylene-based materials and applications #Polymer composites and self-healing