Data Analytics and What It Means to the Materials Community: Proceedings of a Workshop (2021)
Chapter: Appendix B: Workshop Agenda
B
Workshop Agenda
July 16–17, 2019
National Academy of Sciences Building
Washington, DC
July 16, 2019: OPEN SESSION
| 8:30 a.m. | Welcome, Meeting Objectives, Introductions |
| Chair: Haydn Wadley | |
| 8:45 | Keynote Speaker: Gareth Conduit, Intellegens |
|
Presentation: Data Analytics and What It Means to the Materials Community |
Topic 1: Materials Design
| Introductions by Lourdes Salamanca-Riba, Q&A conducted by Tresa Pollock | |
| 9:35 |
Speaker: Bill Mahoney, ASM International |
|
Presentation: Data Analytics in the ASM Community |
|
| 10:05 | Break |
| 10:25 |
Speaker: Chris Wolverton, Northwestern University |
|
Presentation: Materials Design Today |
|
| 10:55 |
Speaker: Steven Arnold, NASA |
|
Presentation: 2040 Vision Study: NASA’s Implementation Activities |
|
| 11:25 | Lunch |
| 12:25 p.m. | Panel Discussion on Materials Design |
| Introductions by Tresa Pollock, Q&A conducted by Lourdes Salamanca-Riba | |
|
Panelists: John Mauro, Penn State |
|
| Brian Storey, Olin College and Toyota Research Institute | |
| Dane Morgan, University of Wisconsin, Madison |
Topic 2: Data Curation
| Introductions by Robert Hull, Q&A conducted by Susan Sinnott | |
| 1:45 |
Speaker: James Goddin, ANSYS Granta (Zoom) |
|
Presentation: Data Management and Machine Learning Aspects of the Accelerated Metallurgy Project |
|
| 2:15 |
Speaker: Josh Peek, Space Telescope Science Institute |
|
Presentation: Toward a Grand Unified Practice of Astronomical Metadata |
|
| 2:45 | Break |
| 3:00 |
Speaker: Marty Green, NIST |
|
Presentation: Next-Generation Materials Genome Initiative (MGI), Driven by Data and Artificial Intelligence |
|
| 3:30 | Panel Discussion on Data Curation |
| Introductions by Susan Sinnott, Q&A conducted by Robert Hull | |
|
Panelists: B.S. Manjunath, University of California, Santa Barbara |
|
| Ichiro Takeuchi, University of Maryland | |
| Cormac Toher, Duke University | |
| 4:50 | Wrap-Up and Final Comments |
| 5:00 | Adjourn Meeting Day 1 |
July 17, 2019: OPEN SESSION
| 8:30 a.m. | Welcome, Plans for Today |
| Chair: Haydn Wadley | |
| 8:45 | Keynote Speaker: Surya Kalidindi, Georgia Tech |
|
Presentation: AI-Based Knowledge Systems for Supporting Materials-Manufacturing Innovations |
Topic 3: Emerging Applications
| Introductions by Haydn Wadley, Q&A conducted by Ward Plummer | |
| 9:35 |
Speaker: Apurva Mehta, Stanford University |
|
Presentation: Accelerating Discoveries of Compositionally Complex Alloys by Iterating Machine Learning with High-Throughput Experimentation |
|
| 10:05 | Break |
| 10:25 |
Speaker: Florencia Paredes, Citrine Informatics |
|
Presentation: Challenges and Opportunities of Applying AI to Materials Data |
|
| 10:55 |
Speaker: Carla P. Gomes, Cornell University |
|
Presentation: What the Future Holds |
|
| 11:25 | Lunch |
| 12:25 p.m. | Panel Discussion on Grand Challenges for the Future |
| Introductions by Ward Plummer, Q&A conducted by Haydn Wadley | |
|
Panelists: Gareth Conduit, Intellegens |
|
| John Gardner, NASA | |
| Jim Warren, NIST | |
| 1:45 | Wrap-Up Discussion for the Full Workshop |
| 2:30 | Adjourn Workshop |
