Publications

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On Neumann-type Boundary Conditions for Nonlocal Models

9th U.S. National Congress on Theoretical and Applied Mechanics

Michael L. Parks, Petronela Radu

Conference Presentation – 2022 Conference Presentation 2022

Research and Opportunities in the Mathematical Sciences at Sandia National Laboratories

Joint Mathematics Meetings (JMM 2022)

Michael L. Parks

Conference Presentation – 2022 Conference Presentation 2022

Krylov Subspace Recycling for Evolving Structures

Computer Methods in Applied Mechanics and Engineering

Matthias Bolten, Eric de Sturler, Camilla Hahn, Michael L. Parks

Journal Article – 2021 Journal Article 2021

On Neumann-type Boundary Conditions for Nonlocal Models

Mechanistic Machine Learning and Digital Twins for Computational Science, Engineering & Technology

Michael L. Parks

Conference Presentation – 2021 Conference Presentation 2021

nPINNS: Nonlocal Physics-Informed Neural Networks

16th U.S. National Congress on Computational Mechanics

Guofei Pang, Marta D'Elia, Michael L. Parks, George E. Karniadakis

Conference Presentation – 2021 Conference Presentation 2021

Computational Aspects of Nonlocal Models

Center for Nonlinear Analysis, Department of Mathematical Sciences, Carnegie Mellon University

Michael L. Parks

Presentation (non-conference) – 2021 Presentation (non-conference) 2021

nPINNS: Nonlocal Physics-Informed Neural Networks

SIAM Conference on Computational Science and Engineering (CSE21)

Goufei Pang, Michael L. Parks, Marta D'Elia, George Karniadakis

https://www.osti.gov/search/identifier:1847466

Conference Presentation – 2021 Conference Presentation 2021

nPINNs: nonlocal Physics-Informed Neural Networks

One Nonlocal World

Goufei Pang, Marta D'Elia, Michael L. Parks, George Karniadakis

https://www.osti.gov/search/identifier:1841537

Conference Presentation – 2021 Conference Presentation 2021

Summer Proceedings 2019

Michael L. Parks, Michael Powell

https://www.osti.gov/search/identifier:1665933

Report – 2020 Report 2020

nPINNs: nonlocal Physics-Informed Neural Networks for a parametrized nonlocal universal Laplacian operator. Algorithms and Applications

Marta D'Elia, Michael L. Parks, Guofei Pang, George Karniadakis

https://www.osti.gov/search/identifier:1614899

Report – 2020 Report 2020

Nonlocal Physics-Informed Neural Networks: A unified theoretical and computational framework for nonlocal models

AAAI-MLPS 2020 (held virtually)

Marta D'Elia, Michael L. Parks, Guofei Pang, George Karniadakis

https://www.osti.gov/search/identifier:1772713

Conference Paper – 2020 Conference Paper 2020

Nonlocal Models and Peridynamics

Computational Math Seminar

Michael L. Parks

https://www.osti.gov/search/identifier:1770834

Presentation (non-conference) – 2020 Presentation (non-conference) 2020

Peridynamics to Predict Fracturing in the Subsurface

American Geophysical Union Fall Meeting

Bart G van Bloemen Waanders, David John Littlewood, Daniel Z. Turner, Michael L. Parks

https://www.osti.gov/search/identifier:1767099

Conference Paper – 2020 Conference Paper 2020

nPINNs: nonlocal Physics-Informed Neural Networks

Coda2020

Marta D'Elia, Michael L. Parks, Guofei Pang, George Karniadakis

https://www.osti.gov/search/identifier:1767113

Conference Paper – 2020 Conference Paper 2020

Nonlocal Physics-Informed Neural Networks ? A unified theoretical and computational framework for nonlocal models

Aaai-mlps 2020

Marta D'Elia, Michael L. Parks, Guofei Pang, George Karniadakis

Abstract – 2019 Abstract 2019

Nonlocal Physics Informed Neural Networks

SIAM Central States Section Meeting

Marta D'Elia, Michael L. Parks, Nicole Buczkowski

https://www.osti.gov/search/identifier:1642837

Conference Paper – 2019 Conference Paper 2019

On Neumann-type Boundary Conditions for Nonlocal Models

International Congress on Industrial and Applied Mathematics

Michael L. Parks, Petronela Radu

https://www.osti.gov/search/identifier:1640998

Conference Paper – 2019 Conference Paper 2019

Summer Proceedings 2018, The Center for Computing Research at Sandia National Laboratories

Attila Cangi, Michael L. Parks

https://www.osti.gov/search/identifier:1762384

Report – 2019 Report 2019

On Neumann-type Boundary Conditions for Nonlocal Models

9th International Congress on Industrial and Applied Mathematics (ICIAM)

Michael L. Parks, Petronela Radu

Abstract – 2019 Abstract 2019

Subsurface Applications for Peridynamics

SIAM Conference on Computational Science and Engineering (CSE19)

Michael L. Parks, Dan Turner, Bart van Bloeman Waanders, Rohan Panchadhara, Peter Gordon

https://www.osti.gov/search/identifier:1601931

Conference Paper – 2019 Conference Paper 2019

Domain Decomposition Methods: Origins and Applications to Multiscale Modeling

University of Nebraska Continuum Mechanics Seminar

Michael L. Parks

https://www.osti.gov/search/identifier:1806997

Presentation (non-conference) – 2018 Presentation (non-conference) 2018

Solving Real-World Problems with Mathematics and Computing

University of Nebraska Math Department Colloquium

Michael L. Parks

https://www.osti.gov/search/identifier:1806983

Presentation (non-conference) – 2018 Presentation (non-conference) 2018

Subsurface Applications for Peridynamics

Workshop on Dynamics, Control and Numerics for Fractional PDEs

Michael L. Parks, Daniel Z. Turner, Bart G van Bloemen Waanders, Rohan Panchadhara, Peter Gordon

https://www.osti.gov/search/identifier:1575975

Conference Paper – 2018 Conference Paper 2018

An asymptotically compatible meshfree quadrature rule for nonlocal problems with applications to peridynamics

Computer Methods in Applied Mechanics and Engineering

Nathaniel Albert Trask, Huaiqian You, Yue Yu, Michael L. Parks

https://www.osti.gov/search/identifier:1474082

Journal Article – 2018 Journal Article 2018

Subsurface Applications for Peridynamics

6th European Congress on Computational Mechanics

Michael L. Parks, Daniel Z. Turner, Bart G van Bloemen Waanders, Rohan Panchadhara, Peter Gordon

https://www.osti.gov/search/identifier:1505286

Conference Paper – 2018 Conference Paper 2018
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Results 1–25 of 112