Foundation models for materials discovery – current state and future directions
- Edward O. Pyzer-Knapp
- Matteo Manica
- et al.
- 2025
- npj Computational Materials
Review
Publications
213 results for John R. Smith
HCMA '23: 4th International Workshop on Human-Centric Multimedia Analysis
- Jingkuan Song
- Wu Liu
- et al.
- 2023
- MM 2023
Conference paperFoundation Model for Material Science
- Seiji Takeda
- Akihiro Kishimoto
- et al.
- 2023
- AAAI 2023
Conference paperAccelerating material design with the generative toolkit for scientific discovery
- Matteo Manica
- Jannis Born
- et al.
- 2023
- npj Computational Materials
PaperAccelerating Material Design with the Generative Toolkit for Scientific Discovery (GT4SD)
- Matteo Manica
- Joris Cadow
- et al.
- 2022
- MRS Fall Meeting 2022
TalkHCMA 22: 3rd InternationalWorkshop on Human-centric Multimedia Analysis
- Dingwen Zhang
- Chaowei Fang
- et al.
- 2022
- MM 2022
Conference paperAccelerating Material Design with the Generative Toolkit for Scientific Discovery (GT4SD)
- Matteo Manica
- Joris Cadow
- et al.
- 2022
- ACS Fall 2022
Conference paperAccelerating materials discovery using artificial intelligence, high performance computing and robotics
- Edward O. Pyzer-Knapp
- Jed W. Pitera
- et al.
- 2022
- npj Computational Materials
PaperHUMA'21: 2nd International Workshop on Human-centric Multimedia Analysis
- Wu Liu
- Xinchen Liu
- et al.
- 2021
- MM 2021
Conference paperHUMA'20: 1st International Workshop on Human-Centric Multimedia Analysis
- Wu Liu
- Chuang Gan
- et al.
- 2020
- MM 2020
Conference paper