Huaiqian You

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 18

Top Topics

Neural Network Structure

Data Generation

Molecular Dynamics

Top Venues

J. Comput. Phys.

AAAI Spring Symposium: MLPS

Publications

Huaiqian You, Xiao Xu, Yue Yu, Stewart Silling, Marta D'Elia, John T. Foster
Towards a unified nonlocal, peridynamics framework for the coarse-graining of molecular dynamics data with fractures. CoRR (2023)
Lu Zhang, Huaiqian You, Tian Gao, Mo Yu, Chung-Hao Lee, Yue Yu
MetaNO: How to Transfer Your Knowledge on Learning Hidden Physics. CoRR (2023)
Ning Liu, Yue Yu, Huaiqian You, Neeraj Tatikola
INO: Invariant Neural Operators for Learning Complex Physical Systems with Momentum Conservation. AISTATS (2023)
Lu Zhang, Huaiqian You, Yue Yu
MetaNOR: A Meta-Learnt Nonlocal Operator Regression Approach for Metamaterial Modeling. CoRR (2022)
Huaiqian You, Quinn Zhang, Colton J. Ross, Chung-Hao Lee, Ming-Chen Hsu, Yue Yu
A Physics-Guided Neural Operator Learning Approach to Model Biological Tissues from Digital Image Correlation Measurements. CoRR (2022)
Huaiqian You, Yue Yu, Marta D'Elia, Tian Gao, Stewart Silling
Nonlocal Kernel Network (NKN): a Stable and Resolution-Independent Deep Neural Network. CoRR (2022)
Yiming Fan, Huaiqian You, Yue Yu
OBMeshfree: An optimization-based meshfree solver for nonlocal diffusion and peridynamics models. CoRR (2022)
Huaiqian You, Quinn Zhang, Colton J. Ross, Chung-Hao Lee, Yue Yu
Learning Deep Implicit Fourier Neural Operators (IFNOs) with Applications to Heterogeneous Material Modeling. CoRR (2022)
Ning Liu, Yue Yu, Huaiqian You, Neeraj Tatikola
INO: Invariant Neural Operators for Learning Complex Physical Systems with Momentum Conservation. CoRR (2022)
Yiming Fan, Huaiqian You, Xiaochuan Tian, Xiu Yang, Xingjie Helen Li, Naveen Prakash, Yue Yu
A Meshfree Peridynamic Model for Brittle Fracture in Randomly Heterogeneous Materials. CoRR (2022)
Huaiqian You, Yue Yu, Marta D'Elia, Tian Gao, Stewart Silling
Nonlocal kernel network (NKN): A stable and resolution-independent deep neural network. J. Comput. Phys. 469 (2022)
Huaiqian You, Yue Yu, Stewart Silling, Marta D'Elia
Data-driven Learning of Nonlocal Models: from high-fidelity simulations to constitutive laws. AAAI Spring Symposium: MLPS (2021)
Yue Yu, Huaiqian You, Nathaniel Trask
An asymptotically compatible treatment of traction loading in linearly elastic peridynamic fracture. CoRR (2021)
Huaiqian You, Yue Yu, Stewart Silling, Marta D'Elia
A data-driven peridynamic continuum model for upscaling molecular dynamics. CoRR (2021)
Huaiqian You, Yue Yu, Stewart Silling, Marta D'Elia
Data-driven learning of nonlocal models: from high-fidelity simulations to constitutive laws. CoRR (2020)
Huaiqian You, Yue Yu, Nathaniel Trask, Mamikon A. Gulian, Marta D'Elia
Data-driven learning of robust nonlocal physics from high-fidelity synthetic data. CoRR (2020)
Huaiqian You, Yue Yu, David Kamensky
An Asymptotically Compatible Formulation for Local-to-Nonlocal Coupling Problems without Overlapping Regions. CoRR (2019)
Huaiqian You, Xin Yang Lu, Nathaniel Trask, Yue Yu
An Asymptotically Compatible Approach For Neumann-Type Boundary Condition On Nonlocal Problems. CoRR (2019)