Publications

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Machine Learning Classification for Rapid CAD-to-Simulation

International Meshing Roundtable

Steven J. Owen, Corey Devan Ernst, Armida J. Carbajal, Matthew Gregor Peterson

Conference Presentation – 2022 Conference Presentation 2022

Machine Learning Classification for Rapid CAD-to-Simulation

SIAM International Meshing Roundtable

Steven J. Owen, Armida J. Carbajal, Corey Devan Ernst, Matthew Gregor Peterson, Timothy Malcolm Shead

Conference Paper – 2022 Conference Paper 2022

CAD Defeaturing using Machine Learning

International Meshing Roundtable

Steven J. Owen, Timothy Malcolm Shead, Shawn Martin

https://www.osti.gov/search/identifier:1640901

Conference Paper – 2019 Conference Paper 2019

Machine Learning-based CAD Defeaturing for Tetrahedral Mesh Generation

Jowog-34

Steven J. Owen, Timothy Malcolm Shead, Shawn Martin

https://www.osti.gov/search/identifier:1596411

Conference Paper – 2019 Conference Paper 2019

SNL Data and Visualization: ML Projects at Sandia

Exascale Computing Annual Meeting

Steven J. Owen, Christopher Siefert, Craig Michael Vineyard, Ron A. Oldfield

https://www.osti.gov/search/identifier:1591994

Conference Paper – 2019 Conference Paper 2019

Defeaturing using Machine Learning

International Meshing Roundtable

Steven J. Owen, Timothy Malcolm Shead, Shawn Martin

https://www.osti.gov/search/identifier:1577044

Conference Paper – 2018 Conference Paper 2018

Automated Simulation Model Preparation with Machine Learning

World Congress on Computational Mechanics

Steven J. Owen, Timothy Malcolm Shead, Shawn Martin

https://www.osti.gov/search/identifier:1806719

Conference Paper – 2018 Conference Paper 2018

Automated Simulation Model Preparation with Machine Learning

World Congress on Computational Mechanics

Steven J. Owen, Timothy Malcolm Shead, Shawn Martin

Abstract – 2018 Abstract 2018

Machine Learning for Automated Simulation Model Preparation

SciML2018DOE ASCR Workshop on Scientific Machine Learning

Steven J. Owen, Timothy Malcolm Shead, Shawn Martin, Teddy D. Blacker, Ron A. Oldfield

Abstract – 2018 Abstract 2018

Topology Optimization of Cellular Structure

Additive Manufacturing

Joshua Robbins, Steven J. Owen, Brett W. Clark, Thomas E. Voth

https://www.osti.gov/search/identifier:1427198

Journal Article – 2015 Journal Article 2015

PLATO Platinum Topology Optimization

America Makes

Teddy D. Blacker, Joshua Robbins, Steven J. Owen, Miguel Alejandro Aguilo Valentin, Brett W. Clark, Thomas E. Voth

https://www.osti.gov/search/identifier:1332862

Presentation (non-conference) – 2015 Presentation (non-conference) 2015

Automating embedded analysis capabilities and managing software complexity in multiphysics simulation part II: application to partial differential equations

Scientific Programming

Roger P. Pawlowski, Eric T. Phipps, Andrew G. Salinger, Steven J. Owen, Christopher Siefert, Matthew L. Staten

https://www.osti.gov/search/identifier:1067824

Journal Article – 2012 Journal Article 2012

Applying template-based generic programming to the simulation and analysis of partial differential equations

Scientific Programming

Roger P. Pawlowski, Eric T. Phipps, Steven J. Owen, Christopher Siefert, Matthew L. Staten

https://www.osti.gov/search/identifier:1106473

Journal Article – 2011 Journal Article 2011

A Comparison of 3D Mesh Morphing Methods for CAD Based Shape Optimization

11th US National Congress on Computational Mechanics

Steven J. Owen, Todd S. Coffey, Andrew G. Salinger, Suzanne Shontz

https://www.osti.gov/search/identifier:1120238

Conference Paper – 2011 Conference Paper 2011

A Comparison of Mesh Morphing Methods for 3D Shape Optimization

20th International Meshing Roundtable

Steven J. Owen, Andrew G. Salinger, Todd S. Coffey, Suzanne Shontz

https://www.osti.gov/search/identifier:1140373

Conference Paper – 2011 Conference Paper 2011

New Strategies for Unstructured All-Hexahedral Mesh Generation

APCOM07 in conjunction with EPMESC XI

Matthew L. Staten, Michael Borden, Jason F. Shepherd, Steven J. Owen

https://www.osti.gov/search/identifier:1142140

Conference Paper – 2011 Conference Paper 2011

Building a PDE with Componenets, including shape optimization and embedded UQ

SIAM Computational Science and Engineering

Stuart L. Kupferman, Steven J. Owen, Roger P. Pawlowski, Eric T. Phipps, Christopher Siefert, Matthew L. Staten

https://www.osti.gov/search/identifier:1109209

Conference Paper – 2011 Conference Paper 2011

Unconstrained Plastering: All-Hexahedral Mesh Generation via Advancing Front Geometry Decomposition

Hex meshing and CFD Blocking seminar

Robert A. Kerr, Steven J. Owen, Teddy D. Blacker

https://www.osti.gov/search/identifier:989981

Conference Paper – 2010 Conference Paper 2010

Unconstrained Plastering - Hexahedral Mesh Generation via Advancing-Front Geometry Decomposition

International Journal For Numerical Methods in Engineering

Robert A. Kerr, Steven J. Owen, Teddy D. Blacker, Marco Stupazini, Kenji Shimada

https://www.osti.gov/search/identifier:1142929

Journal Article – 2008 Journal Article 2008

New Strategies For Unstructured All-hexahedral Mesh Generation

International Conference of the Engineering Mechanics Institute (EM08)

Steven J. Owen, Michael Borden, Matthew L. Staten, Jason F. Shepherd

https://www.osti.gov/search/identifier:1145575

Conference Paper – 2008 Conference Paper 2008

Immersive Topology Environment for Meshing

16th International Meshing Roundtable

Steven J. Owen, Brett W. Clark, Darryl J. Melander, Jason F. Shepherd, Michael Loyd Brewer, Karl Merkley, Corey Ernst, Randy Morris

https://www.osti.gov/search/identifier:1146840

Conference Paper – 2007 Conference Paper 2007

An Immersive Topology Environment for Meshing

16th International Meshing Roundtable

Steven J. Owen, Brett W. Clark, Darryl J. Melander, Michael Loyd Brewer, Jason F. Shepherd, Karl Merkley, Corey Ernst, Randy Morris

https://www.osti.gov/search/identifier:1148066

Conference Paper – 2007 Conference Paper 2007

pCAMAL: An Embarrassingly Parallel Hexahedral Mesh Generator

16th International Meshing Roundtable

Philippe Pierre Pebay, Leslie Anne Fortier, M.B. Stephenson, Steven J. Owen, Darryl J. Melander

https://www.osti.gov/search/identifier:1148203

Conference Paper – 2007 Conference Paper 2007
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