Sandia / IBM Discussion on Machine Learning for Materials Applications [Slides]
- Sandia National Laboratories (SNL), Albuquerque, NM, and Livermore, CA (United States)
This report includes a compilation of several slide presentations: 1) Interatomic Potentials for Materials Science and Beyond–Advances in Machine Learned Spectral Neighborhood Analysis Potentials (Wood); 2) Agile Materials Science and Advanced Manufacturing through AI/ML (de Oca Zapiain); 3) Machine Learning for DFT Calculations (Rajamanickam); 4) Structure-preserving ML discovery of a quantum-to-continuum codesign stack (Trask); and 5) IBM Overview of Accelerated Discovery Technology (Pitera)
- Research Organization:
- Sandia National Lab. (SNL-NM), Albuquerque, NM (United States)
- Sponsoring Organization:
- USDOE National Nuclear Security Administration (NNSA)
- DOE Contract Number:
- NA0003525
- OSTI ID:
- 1828106
- Report Number(s):
- SAND2021-13165R; 701192
- Country of Publication:
- United States
- Language:
- English
Similar Records
Emerging materials intelligence ecosystems propelled by machine learning
Advancing Fusion with Machine Learning Research Needs Workshop Report
Journal Article
·
2020
· Nature Reviews. Materials
·
OSTI ID:1864296
Advancing Fusion with Machine Learning Research Needs Workshop Report
Journal Article
·
2020
· Journal of Fusion Energy
·
OSTI ID:1668090
+10 more