Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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16 results for Sarath Swaminathan

Larimar: Large Language Models with Episodic Memory Control
- - Payel Das
  - SUBHAJIT CHAUDHURY
  - et al.
- 2024
- ICML 2024
Neuro-symbolic reinforcement learning for polymer discovery
- - Sarath Swaminathan
  - Dmitry Zubarev
- 2022
- ACS Fall 2022
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
ChemChat | Conversational Expert Assistant in Material Science and Data Visualization
- - Tim Erdmann
  - Stefan Zecevic
  - et al.
- 2024
- ACS Spring 2024
ChemChat | Conversational Expert Assistant in Material Science and Data Visualization
- - Tim Erdmann
  - Sarath Swaminathan
  - et al.
- 2024
- APS March Meeting 2024
Synthesis Platforms for Generating High-Quality Polymer Datasets Utilizing Continuous and Discontinuous Reaction Setups
- - Tim Erdmann
  - Nathaniel Park
  - et al.
- 2023
- ACS Fall 2023
Development of Ensemble Models for the Growth of Colloidal Spin-on-Glass Materials
- - Tim Erdmann
  - Sarath Swaminathan
  - et al.
- 2022
- ACS Fall 2022
Neuro-Symbolic Reinforcement Learning for Polymer Discovery
- - Sarath Swaminathan
  - Dmitry Zubarev
  - et al.
- 2022
- MRS Spring Meeting 2022
ChemChat | Conversational Expert Assistant in Material Science and Data Visualization
- - Tim Erdmann
  - Sarath Swaminathan
  - et al.
- 2024
- MRS Spring Meeting 2024
Language models in molecular discovery
- - Nikita Janakarajan
  - Tim Erdmann
  - et al.
- 2023
- NeurIPS 2023