Foundation models for materials discovery – current state and future directions
- Edward O. Pyzer-Knapp
- Matteo Manica
- et al.
- 2025
- npj Computational Materials
Review
Publications
3552 results for Materials Discovery
Defects induce phase transition from dynamic to static rippling in graphene
- Fabian Thiemann
- Camille Scalliet
- et al.
- 2025
- PNAS
PaperNano-structured magnetic tunnel junctions as compact, low power integrated entropy sources for advanced computing
- Jonathan Sun
- 2025
- RIEC International Workshop on Spintronics 2025
Invited talkUncertainty Analysis in Predicting Molecular Properties Using Chemical Foundation Models
- Siya Kunde
- Emilio Ashton Vital Brazil
- et al.
- 2025
- AAAI 2025
Workshop paperAccelerated Discovery for a Sustainable Semiconductor Industry
- 2025
- SPIE Advanced Lithography + Patterning 2025
KeynoteTopological materials for microelectronics
- Kai Wagoner-oshima
- Michelle Kelley
- et al.
- 2025
- QMMS 2025
PosterA MACHINE LEARNING APPROACH FOR IDENTIFYING DETERMINANTS OF WNT PROTEIN-PROTEIN INTERACTIONS
- Tiffany Callahan
- Kevin Cheng
- et al.
- 2025
- BPS 2025
TalkEmerging Materials and Computing Paradigms for Temporal Signal Analysis
- Teng Zhang
- Stanislaw Wozniak
- et al.
- 2025
- Advanced Materials
PaperInvestigation of the effect of oxygen partial pressure during reactive sputtering of tantalum oxide resistive random access memory switching layer
- Rajas Mathkari
- Maximilian Liehr
- et al.
- 2025
- Materials Science in Semiconductor Processing
PaperImproving electrolyte performance for target cathode loading using an interpretable data-driven approach
- Vidushi Sharma
- Andy Tek
- et al.
- 2025
- Cell Reports Physical Science
Paper