Publications

17 results for Sarath Swaminathan

From Descriptions to Chemical Hazards: Predicting Persistence, Bioaccumulation, and Toxicity from Natural Language Using LLMs
- - Sarath Swaminathan
  - Nathaniel Park
  - et al.
- 2025
- NeurIPS 2025
Workshop paper
Compositional Communication with LLMs and Reasoning about Chemical Structures
- - Dmitry Zubarev
  - Sarath Swaminathan
- 2024
- NeurIPS 2024
Workshop paper
Advancing 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 talk
A Grounded Preference Model for LLM Alignment
- - Tahira Naseem
  - GX Xu
  - et al.
- 2024
- ACL 2024
Paper
Larimar: Large Language Models with Episodic Memory Control
- - Payel Das
  - SUBHAJIT CHAUDHURY
  - et al.
- 2024
- ICML 2024
Conference paper
ChemChat | Conversational Expert Assistant in Material Science and Data Visualization
- - Tim Erdmann
  - Sarath Swaminathan
  - et al.
- 2024
- MRS Spring Meeting 2024
Poster
ChemChat | Conversational Expert Assistant in Material Science and Data Visualization
- - Tim Erdmann
  - Stefan Zecevic
  - et al.
- 2024
- ACS Spring 2024
Talk
ChemChat | Conversational Expert Assistant in Material Science and Data Visualization
- - Tim Erdmann
  - Sarath Swaminathan
  - et al.
- 2024
- APS March Meeting 2024
Talk
ChemChat | Conversational Expert Assistant in Material Science and Data Visualization
- - Tim Erdmann
  - Stefan Zecevic
  - et al.
- 2024
- Humboldt Colloquium US 2024
Talk
Language models in molecular discovery
- - Nikita Janakarajan
  - Tim Erdmann
  - et al.
- 2023
- NeurIPS 2023
Workshop paper