Stewart Silling

12 papers Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Monotone Peridynamic Neural Operator for Nonlinear Material Modeling with Conditionally Unique Solutions.
CoRR
Jihong Wang, Xiaochuan Tian, Zhongqiang Zhang, Stewart Silling, Siavash Jafarzadeh, Yue Yu
2024 J jnl
Embedded Nonlocal Operator Regression (ENOR): Quantifying model error in learning nonlocal operators.
CoRR
Yiming Fan, Habib N. Najm, Yue Yu, Stewart Silling, Marta D'Elia
2024 J jnl
Heterogeneous Peridynamic Neural Operators: Discover Biotissue Constitutive Law and Microstructure From Digital Image Correlation Measurements.
CoRR
Siavash Jafarzadeh, Stewart Silling, Lu Zhang, Colton J. Ross, Chung-Hao Lee, S. M. Rakibur Rahman, Shuodao Wang, Yue Yu
2024 J jnl
Nonlocal Attention Operator: Materializing Hidden Knowledge Towards Interpretable Physics Discovery.
CoRR
Yue Yu, Ning Liu, Fei Lu, Tian Gao, Siavash Jafarzadeh, Stewart Silling
2024 J jnl
Peridynamic Neural Operators: A Data-Driven Nonlocal Constitutive Model for Complex Material Responses.
CoRR
Siavash Jafarzadeh, Stewart Silling, Ning Liu, Zhongqiang Zhang, Yue Yu
2023 J jnl
Towards a unified nonlocal, peridynamics framework for the coarse-graining of molecular dynamics data with fractures.
CoRR
Huaiqian You, Xiao Xu, Yue Yu, Stewart Silling, Marta D'Elia, John T. Foster
2022 J jnl
Bayesian Nonlocal Operator Regression (BNOR): A Data-Driven Learning Framework of Nonlocal Models with Uncertainty Quantification.
CoRR
Yiming Fan, Marta D'Elia, Yue Yu, Habib N. Najm, Stewart Silling
2022 J jnl
Nonlocal Kernel Network (NKN): a Stable and Resolution-Independent Deep Neural Network.
CoRR
Huaiqian You, Yue Yu, Marta D'Elia, Tian Gao, Stewart Silling
2022 J jnl
Nonlocal kernel network (NKN): A stable and resolution-independent deep neural network.
J. Comput. Phys.
Huaiqian You, Yue Yu, Marta D'Elia, Tian Gao, Stewart Silling
2021 J jnl
A data-driven peridynamic continuum model for upscaling molecular dynamics.
CoRR
Huaiqian You, Yue Yu, Stewart Silling, Marta D'Elia
2021 — conf
Data-driven Learning of Nonlocal Models: from high-fidelity simulations to constitutive laws.
AAAI Spring Symposium: MLPS
Huaiqian You, Yue Yu, Stewart Silling, Marta D'Elia
2020 J jnl
Data-driven learning of nonlocal models: from high-fidelity simulations to constitutive laws.
CoRR
Huaiqian You, Yue Yu, Stewart Silling, Marta D'Elia