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Suggested Citation:"Appendix B: Workshop Agenda." National Academies of Sciences, Engineering, and Medicine. 2023. Frontiers in Data Analytics and Monitoring Tools for Extreme Materials: Proceedings of a Workshop. Washington, DC: The National Academies Press. doi: 10.17226/26983.
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B

Workshop Agenda

OCTOBER 5–6, 2022

National Academies’ Keck Center
Washington, DC (Virtual)

DAY ONE—OCTOBER 5, 2022

9:30 Welcome and Introductions
Olivia A. Graeve, University of California, San Diego
Morning Session Chair: Stefano Curtarolo, Duke University
9:40 Finding Thermally Robust Superhard Materials with Machine Learning
Jakoah Brgoch, University of Houston
10:20 New Materials at High Pressure
Wendy Mao, Stanford University
11:00 Machine Learning Tools for Predictive Simulations of Materials Under Reactive Conditions
Nir Goldman, Lawrence Livermore National Laboratory
Suggested Citation:"Appendix B: Workshop Agenda." National Academies of Sciences, Engineering, and Medicine. 2023. Frontiers in Data Analytics and Monitoring Tools for Extreme Materials: Proceedings of a Workshop. Washington, DC: The National Academies Press. doi: 10.17226/26983.
×
11:40 A High-Throughput Approach to Obtain Structure–Property
Relationships: Application to Grain Boundary Structure and Mobility
Eric Homer, Brigham Young University
12:20 Lunch
Afternoon Session Chair: Horacio Espinosa, Northwestern University
1:10 Ultra-High-Temperature Ceramic Phases and Compositional Complexity
Christopher Weinberger, Colorado State University
1:50 Fundamental Mechanisms Under Extreme Environments and the Role of Machine learning
Penghui Cao, University of California, Irvine
2:30 Break
2:50 Designing Extreme Materials at Scale with Machine Learning
Shyue Ping Ong, University of California, San Diego
Day 1 Panel: Moderator: Joseph Poon, University of Virginia
3:30 Panelists:
Aaron Stebner, Georgia Institute of Technology
Douglas E. Wolfe, Pennsylvania State University
Elizabeth J. Opila, University of Virginia
5:00 Recap
Alisdair Davey, National Solar Observatory
5:10 Day 1 Workshop Adjourned

DAY TWO—OCTOBER 6, 2022

9:30 Welcome and Introductions
Saryu Fensin, Los Alamos National Laboratory
Morning Session Chair: Thomas A. Witten, University of Chicago
Suggested Citation:"Appendix B: Workshop Agenda." National Academies of Sciences, Engineering, and Medicine. 2023. Frontiers in Data Analytics and Monitoring Tools for Extreme Materials: Proceedings of a Workshop. Washington, DC: The National Academies Press. doi: 10.17226/26983.
×
9:40 Thermo-Mechanical Testing and Characterization in Extreme Environments
Gregory B. Thompson, University of Alabama
10:20 Status and Gaps in Thermodynamic Metrology of Materials in Extreme Environments
Elizabeth Rasmussen, National Institute of Standards and Technology
11:00 Tabletop Hypervelocity Launcher and Optical Pyrometry for High-Throughput Studies of Extreme States of Molecules in Condensed Phases
Dana D. Dlott, University of Illinois at Urbana-Champaign
11:40 Advanced Microscopy Techniques for Understanding Dislocation Interactions and Damage in Complex Microstructures
Aeriel D.M. Leonard, The Ohio State University
12:20 Lunch
Afternoon Session Chair: Raymundo Arroyave, Texas A&M University
1:10 Where Are the Atoms?: Toward Real-Time Inversion of Characterization Data
Maria K. Chan, Argonne National Laboratory
1:50 Reaction Dynamics Studied Over Large Length Scales Using Integrated In Situ X-Ray Diffraction, Raman Scattering, and Scanning Electron Microscopy
Scott T. Misture, Alfred University
2:30 Break
2:50 Codesign of Parsimonious Machine Learning for High-Velocity Materials Microscopy on the Edge
Joshua C. Agar, Drexel University
Day 2 Panel Moderator: Duane D. Johnson, Iowa State University
Suggested Citation:"Appendix B: Workshop Agenda." National Academies of Sciences, Engineering, and Medicine. 2023. Frontiers in Data Analytics and Monitoring Tools for Extreme Materials: Proceedings of a Workshop. Washington, DC: The National Academies Press. doi: 10.17226/26983.
×
3:30 Panelists:
Mathew J. Cherukara, Argonne National Laboratory
Jessica A. Krogstad, University of Illinois at Urbana-Champaign
Blas P. Uberuaga, Los Alamos National Laboratory
5:00 Final Remarks and Recap of the Workshop
Andrew Minor, Lawrence Berkeley National Laboratory
5:15 Workshop Adjourned
Suggested Citation:"Appendix B: Workshop Agenda." National Academies of Sciences, Engineering, and Medicine. 2023. Frontiers in Data Analytics and Monitoring Tools for Extreme Materials: Proceedings of a Workshop. Washington, DC: The National Academies Press. doi: 10.17226/26983.
×
Page 82
Suggested Citation:"Appendix B: Workshop Agenda." National Academies of Sciences, Engineering, and Medicine. 2023. Frontiers in Data Analytics and Monitoring Tools for Extreme Materials: Proceedings of a Workshop. Washington, DC: The National Academies Press. doi: 10.17226/26983.
×
Page 83
Suggested Citation:"Appendix B: Workshop Agenda." National Academies of Sciences, Engineering, and Medicine. 2023. Frontiers in Data Analytics and Monitoring Tools for Extreme Materials: Proceedings of a Workshop. Washington, DC: The National Academies Press. doi: 10.17226/26983.
×
Page 84
Suggested Citation:"Appendix B: Workshop Agenda." National Academies of Sciences, Engineering, and Medicine. 2023. Frontiers in Data Analytics and Monitoring Tools for Extreme Materials: Proceedings of a Workshop. Washington, DC: The National Academies Press. doi: 10.17226/26983.
×
Page 85
Next: Appendix C: Planning Committee Biographical Information »
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One of the major challenges in materials science today is developing materials that can survive and function in extreme environments, such as the high-radiation environments found in a fission or fusion reactor or the ultra-high temperature experienced by a hypervelocity vessel or a spacecraft traveling through Earths atmosphere on its return to the planets surface. What is needed to discover such materials was the topic of a 2-day workshop held at the National Academies of Sciences, Engineering, and Medicine on October 5-6, 2022. That workshop, titled Materials in Extreme Environments: New Monitoring Tools and Data-Driven Approaches, brought together an international collection of experts on the testing and measurement of materials in extreme environments and on discovering and developing new materials. This Proceedings of a Workshop recaps the presentations and discussions that took place during the 2 days of the workshop.

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