Stewart Silling

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Molecular Dynamics

Adobe Photoshop

Top Venues

J. Comput. Phys.

AAAI Spring Symposium: MLPS

Publications

Siavash Jafarzadeh, Stewart Silling, Ning Liu, Zhongqiang Zhang, Yue Yu
Peridynamic Neural Operators: A Data-Driven Nonlocal Constitutive Model for Complex Material Responses. CoRR (2024)
Siavash Jafarzadeh, Stewart Silling, Lu Zhang, Colton J. Ross, Chung-Hao Lee, S. M. Rakibur Rahman, Shuodao Wang, Yue Yu
Heterogeneous Peridynamic Neural Operators: Discover Biotissue Constitutive Law and Microstructure From Digital Image Correlation Measurements. CoRR (2024)
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)
Yiming Fan, Marta D'Elia, Yue Yu, Habib N. Najm, Stewart Silling
Bayesian Nonlocal Operator Regression (BNOR): A Data-Driven Learning Framework of Nonlocal Models with Uncertainty Quantification. 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)
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)
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)