Enhancing foundation models for scientific discovery via multimodal knowledge graph representations
- 2025
- Journal of Web Semantics
Publications
560 results for Accelerated Discovery
Activity Recognition in Scientific Experimentation using Multimodal Visual Encoding
- Gianmarco Gabrieli
- Irina Espejo Morales
- et al.
- 2024
- Digital Discovery
Foundation models for the electric power grid
- Hendrik F. Hamann
- Blazhe Gjorgiev
- et al.
- 2024
- Joule
Improving electrolyte performance for target cathode loading using an interpretable data-driven approach
- Vidushi Sharma
- Andy Tek
- et al.
- 2024
- Cell Reports Physical Science
On the increase of the melting temperature of water confined in one-dimensional nano-cavities
- Flaviano Della Pia
- Andrea Zen
- et al.
- 2024
- Journal of Chemical Physics
Physically Compatible 3D Object Modeling from a Single Image
- Minghao Guo
- Bohan Wang
- et al.
- 2024
- NeurIPS 2024
Symmetry-Informed Governing Equation Discovery
- Jianke Yang
- Wang Rao
- et al.
- 2024
- NeurIPS 2024
Unraveling Molecular Structure: A Multimodal Spectroscopic Dataset for Chemistry
- Marvin Alberts
- Oliver Schilter
- et al.
- 2024
- NeurIPS 2024
Neural Network Reparametrization for Accelerated Optimization in Molecular Simulations
- Nima Dehmamy
- Csaba Both
- et al.
- 2024
- NeurIPS 2024
Regress, Don’t Guess – A Regression-like Loss on Number Tokens for Language Models
- Jonas Zausinger
- Lars Pennig
- et al.
- 2024
- NeurIPS 2024