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Stewart Silling

Stewart A. Silling

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2020 – today

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2024
[i7]
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  - journals/corr/abs-2401-06070
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  - https://dblp.org/rec/journals/corr/abs-2401-06070
Siavash Jafarzadeh, Stewart Silling, Ning Liu, Zhongqiang Zhang, Yue Yu:
Peridynamic Neural Operators: A Data-Driven Nonlocal Constitutive Model for Complex Material Responses. CoRR abs/2401.06070 (2024)
[i6]
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  - journals/corr/abs-2403-18597
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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 abs/2403.18597 (2024)
2023
[i5]
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  - journals/corr/abs-2301-04540
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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 abs/2301.04540 (2023)
2022
[j2]
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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: 111536 (2022)
[i4]
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  - journals/corr/abs-2201-02217
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Huaiqian You, Yue Yu, Marta D'Elia, Tian Gao, Stewart Silling:
Nonlocal Kernel Network (NKN): a Stable and Resolution-Independent Deep Neural Network. CoRR abs/2201.02217 (2022)
[i3]
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  - journals/corr/abs-2211-01330
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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 abs/2211.01330 (2022)
2021
[c1]
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  - conf/aaaiss/YouYSD21
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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
[i2]
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  - journals/corr/abs-2108-04883
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Huaiqian You, Yue Yu, Stewart Silling, Marta D'Elia:
A data-driven peridynamic continuum model for upscaling molecular dynamics. CoRR abs/2108.04883 (2021)
2020
[i1]
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  - journals/corr/abs-2012-04157
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Huaiqian You, Yue Yu, Stewart Silling, Marta D'Elia:
Data-driven learning of nonlocal models: from high-fidelity simulations to constitutive laws. CoRR abs/2012.04157 (2020)

2000 – 2009

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2008
[j1]
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  - journals/cphysics/ParksLPS08
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Michael L. Parks, Richard B. Lehoucq, Steven J. Plimpton, Stewart A. Silling:
Implementing peridynamics within a molecular dynamics code. Comput. Phys. Commun. 179(11): 777-783 (2008)

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