Minglang Yin

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 7

Top Topics

Multilayer Perceptron

Top Venues

Publications

Minglang Yin, Nicolas Charon, Ryan Brody, Lu Lu, Natalia A. Trayanova, Mauro Maggioni
DIMON: Learning Solution Operators of Partial Differential Equations on a Diffeomorphic Family of Domains. 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)
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)
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)
Somdatta Goswami, Minglang Yin, Yue Yu, George E. Karniadakis
A physics-informed variational DeepONet for predicting the crack path in brittle materials. CoRR (2021)
Shengze Cai, Zhiping Mao, Zhicheng Wang, Minglang Yin, George Em Karniadakis
Physics-informed neural networks (PINNs) for fluid mechanics: A review. CoRR (2021)
Enrui Zhang, Minglang Yin, George Em Karniadakis
Physics-Informed Neural Networks for Nonhomogeneous Material Identification in Elasticity Imaging. CoRR (2020)