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Stewart Silling
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 9
Top Topics
Molecular Dynamics
Data Driven
Adobe Photoshop
Radial Basis
Top Venues
CoRR
J. Comput. Phys.
AAAI Spring Symposium: MLPS
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Publications
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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)