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Publication	Type	Year
The ASC Advanced Machine Learning Initiative at Sandia National Laboratories: FY21 Accomplishments and FY22 Plans ASC AMLI Program Review Ron A. Oldfield, Sharlotte LorraineBolyard Kramer, Ahmad Rushdi, Erin Acquesta, John M Emery, Paul Allen Kuberry, Jaideep Ray, Sarah Ackerman, Eric Christopher Cyr, Gary Joseph Saavedra, Clayton Hughes, Suma George Cardwell, John Darby Smith	Presentation (non-conference) – 2021 Presentation (non-conference)	2021
ASC L2 Milestone 2840 Review Memo Ron A. Oldfield, Steven J. Plimpton, James H. Laros, David Zoeller Poliakoff, Andrew (LANL) Sornborger https://www.osti.gov/search/identifier:1825628	Report – 2021 Report	2021
The ASC Advanced Machine Learning Initiative at Sandia National Laboratories ASC Advanced Machine Learning Initiative Workshop Ron A. Oldfield, John T. Feddema, Justin T Newcomer	Presentation (non-conference) – 2021 Presentation (non-conference)	2021
ATDM Data Management FY2015: Data Warehouse Progress Report Craig D. Ulmer, Nathan D. Fabian, Todd Henry Kordenbrock, Shyamali Mukherjee, Ron A. Oldfield, Gary J. Templet https://www.osti.gov/search/identifier:1770714	SAND Report – 2021 SAND Report	2021
ECP Capability Assessment Report for Software Technologies -- Kokkos, Kokkos Kernels, VTK-m, Operating Systems and On-Node Runtimes Ron A. Oldfield, Michael Wolf, Ronald B. Brightwell https://www.osti.gov/search/identifier:1717885	Report – 2020 Report	2020
FY20 CSSE L2 Milestone 7186 Completion of L2 Milestone 7186 Gary J. Templet Jr., Matthew R. Glickman, Todd Henry Kordenbrock, Scott Larson Nicoll Levy, Gerald Fredrick Lofstead, Jeff Mauldin, Thomas Jay Otahal, Craig D. Ulmer, Patrick Widener, Ron A. Oldfield https://www.osti.gov/search/identifier:1820290	Presentation (non-conference) – 2020 Presentation (non-conference)	2020
Data Services for Visualization and Analysis ? ASC Level II Milestone (7186) Gary J. Templet Jr., Matthew R. Glickman, Todd Henry Kordenbrock, Scott Larson Nicoll Levy, Gerald Fredrick Lofstead, Jeff Mauldin, Thomas Jay Otahal, Craig D. Ulmer, Patrick Widener, Ron A. Oldfield https://www.osti.gov/search/identifier:1663267	SAND Report – 2020 SAND Report	2020
September 2019 ECP ST Project Review ECP-ST Review Gabrielle Trujillo, Daniel Z. Turner, Ronald B. Brightwell, Ron A. Oldfield, Robert L. Clay https://www.osti.gov/search/identifier:1646043	Presentation (non-conference) – 2019 Presentation (non-conference)	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
SNL ATDM: In-situ Compression with ParaView/TuckerMPI ECP Annual Meeting Hemanth Kolla, Ron A. Oldfield, Thomas Jay Otahal, Gavin Matthew Baker, Jeffrey A. Mauldin, Tamara G. Kolda, Kenneth D. Moreland https://www.osti.gov/search/identifier:1807003	Conference Paper – 2018 Conference Paper	2018
October 2018 ECP ST Project Review: STDV04-SNL ATDM Data and Visualization Projects WBS 2.3.4.04 ECP Software Technologies Review Ron A. Oldfield, Craig D. Ulmer, Gregory D. Sjaardema, Hemanth Kolla, Kenneth D. Moreland	Presentation (non-conference) – 2018 Presentation (non-conference)	2018
Machine Learning for High-Performance Computing at Sandia Applied Computer Science Technical Exchange Meeting Ron A. Oldfield, Vitus J. Leung, Warren Leon Davis, Craig Michael Vineyard	Presentation (non-conference) – 2018 Presentation (non-conference)	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
SPARC: Demonstrate burst-buffer-based checkpoint/restart on ATS-1 Ron A. Oldfield, Craig D. Ulmer, Patrick Widener, Harry Lee Ward https://www.osti.gov/search/identifier:1417577	Report – 2018 Report	2018
December 2017 ECP ST Project Review: SNL ATDM Data and Visualization Projects ECP Project Review Ron A. Oldfield, Craig D. Ulmer, Kenneth D. Moreland	Presentation (non-conference) – 2017 Presentation (non-conference)	2017
Final Review of FY17 ASC CSSE L2 Milestone #6018 entitled ?Analyzing Power Usage Characteristics of Workloads Running on Trinity? Robert J. Hoekstra, Simon David Hammond, Karl Scott Hemmert, Ann C. Gentile, Ron A. Oldfield, Mike Lang, Steve Martin https://www.osti.gov/search/identifier:1395433	Report – 2017 Report	2017
ATDM Data Warehouse: Data Management Services for Exascale Computing Sandia CIS ERB Craig D. Ulmer, Ron A. Oldfield, Todd Henry Kordenbrock, Scott Larson Nicoll Levy, Gerald Fredrick Lofstead, Shyamali Mukherjee, Gary J. Templet, Patrick Widener https://www.osti.gov/search/identifier:1466487	Presentation (non-conference) – 2017 Presentation (non-conference)	2017
ATDM Data Warehouse Exascale Computing Project Annual Meeting Craig D. Ulmer, Craig D. Ulmer, Todd Henry Kordenbrock, Scott Larson Nicoll Levy, Gerald Fredrick Lofstead, Shyamali Mukherjee, Gregory D. Sjaardema, Gary J. Templet, Patrick Widener, Ron A. Oldfield https://www.osti.gov/search/identifier:1427407	Conference Paper – 2017 Conference Paper	2017
Demonstrate and Evaluate Advanced Analysis, Visualization, and I/O Capabilities for the SIERRA Toolkit ASC/CSSE Milestone Review Ron A. Oldfield, Patricia J. Crossno, Thomas Jay Otahal, Nathan D. Fabian https://www.osti.gov/search/identifier:1377712	Presentation (non-conference) – 2016 Presentation (non-conference)	2016
Delta: Data Reduction for Integrated Application Workflows Gerald Fredrick Lofstead, Gregory Jean-Baptiste, Ron A. Oldfield https://www.osti.gov/search/identifier:1193147	SAND Report – 2015 SAND Report	2015
Formal Metrics for Large-Scale Parallel Performance (slides) Isc 2015 Kenneth D. Moreland, Ron A. Oldfield https://www.osti.gov/search/identifier:1257157	Conference Paper – 2015 Conference Paper	2015
Formal Metrics for Large-Scale Parallel Performance ISC High Performance Kenneth D. Moreland, Ron A. Oldfield https://www.osti.gov/search/identifier:1248714	Conference Paper – 2015 Conference Paper	2015
Enabling Capabilities for Intergrated Application Workflows Cis Erb Gerald Fredrick Lofstead, Matthew Leon Curry, Nathan D. Fabian, Todd Henry Kordenbrock, Shyamali Mukherjee, Ron A. Oldfield, Gregory D. Sjaardema, Gary J. Templet, Craig D. Ulmer, Patrick Widener https://www.osti.gov/search/identifier:1248699	Display or Poster (non-conference) – 2015 Display or Poster (non-conference)	2015
Delta: Data Reduction for Integrated Application Workflows} Parallel Data Storage Workshop at Supercomputing 2014 Gregory Jean-Baptiste, Gerald Fredrick Lofstead, Ron A. Oldfield https://www.osti.gov/search/identifier:1563116	Conference Paper – 2014 Conference Paper	2014
Formal Metrics for Large-Scale Parallel Performance Workshop on Visual Performance Analysis (VPA) Kenneth D. Moreland, Ron A. Oldfield https://www.osti.gov/search/identifier:1315135	Conference Paper – 2014 Conference Paper	2014
Document Title	Type	Year

Results 1–25 of 62

Publications

The ASC Advanced Machine Learning Initiative at Sandia National Laboratories: FY21 Accomplishments and FY22 Plans

ASC L2 Milestone 2840 Review Memo

The ASC Advanced Machine Learning Initiative at Sandia National Laboratories

ATDM Data Management FY2015: Data Warehouse Progress Report

ECP Capability Assessment Report for Software Technologies -- Kokkos, Kokkos Kernels, VTK-m, Operating Systems and On-Node Runtimes

FY20 CSSE L2 Milestone 7186

Data Services for Visualization and Analysis ? ASC Level II Milestone (7186)

September 2019 ECP ST Project Review

SNL Data and Visualization: ML Projects at Sandia

SNL ATDM: In-situ Compression with ParaView/TuckerMPI

October 2018 ECP ST Project Review: STDV04-SNL ATDM Data and Visualization Projects WBS 2.3.4.04

Machine Learning for High-Performance Computing at Sandia

Machine Learning for Automated Simulation Model Preparation

SPARC: Demonstrate burst-buffer-based checkpoint/restart on ATS-1

December 2017 ECP ST Project Review: SNL ATDM Data and Visualization Projects

Final Review of FY17 ASC CSSE L2 Milestone #6018 entitled ?Analyzing Power Usage Characteristics of Workloads Running on Trinity?

ATDM Data Warehouse: Data Management Services for Exascale Computing

ATDM Data Warehouse

Demonstrate and Evaluate Advanced Analysis, Visualization, and I/O Capabilities for the SIERRA Toolkit

Delta: Data Reduction for Integrated Application Workflows

Formal Metrics for Large-Scale Parallel Performance (slides)

Formal Metrics for Large-Scale Parallel Performance

Enabling Capabilities for Intergrated Application Workflows

Delta: Data Reduction for Integrated Application Workflows}

Formal Metrics for Large-Scale Parallel Performance