A Large Encoder-Decoder Polymer-Based Foundation Model
- Eduardo Almeida Soares
- Nathaniel Park
- et al.
- 2024
- NeurIPS 2024
Workshop paper
Publications
3556 results for Materials Discovery
A Mamba-Based Foundation Model for Chemistry
- Emilio Ashton Vital Brazil
- Eduardo Almeida Soares
- et al.
- 2024
- NeurIPS 2024
Workshop paperAutomated, LLM enabled extraction of synthesis details for reticular materials from scientific literature
- Viviane T. Silva
- Alexandre Rademaker
- et al.
- 2024
- NeurIPS 2024
Workshop paperUnified Lookup Tables: Privacy-Preserving Foundation Models
- Nikita Janakarajan
- Irina Espejo Morales
- et al.
- 2024
- NeurIPS 2024
Workshop paperAgnostic Causality-Driven Enhancement of Chemical Foundation Models on Downstream Tasks
- Victor Shirasuna
- Eduardo Almeida Soares
- et al.
- 2024
- NeurIPS 2024
Workshop paperIntroduction to machine learning potentials for atomistic simulations
- Fabian Thiemann
- Niamh O’neill
- et al.
- 2024
- Journal of Physics Condensed Matter
ReviewLanguage models can identify enzymatic binding sites in protein sequences
- Yves Gaetan Nana Teukam
- Loïc Kwate Dassi
- et al.
- 2024
- Computational And Structural Biotechnology Journal
PaperAdvancing Open-Source AI in Chemistry and Materials—From Foundation Models to Integrated Frameworks to Solve Global Challenges
- Kristin Schmidt
- Eduardo Almeida Soares
- et al.
- 2024
- MRS Fall Meeting 2024
Invited talkFoundation Models and Multi-Agent Systems for Polymer and Catalyst Design
- Nathaniel Park
- Tiffany Callahan
- et al.
- 2024
- MRS Fall Meeting 2024
TalkDomain-Specific Knowledge Integration Through Curriculum Learning Method in Machine Learning for Spectral Analysis
- Hajime Shinohara
- Akihiro Kishimoto
- et al.
- 2024
- MRS Fall Meeting 2024
Talk