Stewart Silling

According to our database, Stewart Silling authored at least 9 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Nonlocal Attention Operator: Materializing Hidden Knowledge Towards Interpretable Physics Discovery.

Yue Yu, Ning Liu, Fei Lu, Tian Gao, Siavash Jafarzadeh, Stewart Silling

CoRR, 2024

Heterogeneous Peridynamic Neural Operators: Discover Biotissue Constitutive Law and Microstructure From Digital Image Correlation Measurements.

Siavash Jafarzadeh, Stewart Silling, Lu Zhang, Colton J. Ross, Chung-Hao Lee, S. M. Rakibur Rahman, Shuodao Wang, Yue Yu

CoRR, 2024

Peridynamic Neural Operators: A Data-Driven Nonlocal Constitutive Model for Complex Material Responses.

Siavash Jafarzadeh, Stewart Silling, Ning Liu, Zhongqiang Zhang, Yue Yu

CoRR, 2024

2023

Towards a unified nonlocal, peridynamics framework for the coarse-graining of molecular dynamics data with fractures.

Huaiqian You, Xiao Xu, Yue Yu, Stewart Silling, Marta D'Elia, John T. Foster

CoRR, 2023

2022

Nonlocal kernel network (NKN): A stable and resolution-independent deep neural network.

Huaiqian You, Yue Yu, Marta D'Elia, Tian Gao, Stewart Silling

J. Comput. Phys., 2022

Bayesian Nonlocal Operator Regression (BNOR): A Data-Driven Learning Framework of Nonlocal Models with Uncertainty Quantification.

Yiming Fan, Marta D'Elia, Yue Yu, Habib N. Najm, Stewart Silling

CoRR, 2022

2021

A data-driven peridynamic continuum model for upscaling molecular dynamics.

Huaiqian You, Yue Yu, Stewart Silling, Marta D'Elia

CoRR, 2021

Data-driven Learning of Nonlocal Models: from high-fidelity simulations to constitutive laws.

Huaiqian You, Yue Yu, Stewart Silling, Marta D'Elia

Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to, 2021

2008

Implementing peridynamics within a molecular dynamics code.

Michael L. Parks, Richard B. Lehoucq, Steven J. Plimpton, Stewart A. Silling

Comput. Phys. Commun., 2008