Sarath Swaminathan

Publications

• Explainable Neuro-Symbolic Reinforcement Learning

  • • Daiki Kimura
    • Stefan Zecevic
    • et al.
  • 2023
  • IJCAI 2023

  Workshop paper

• A Neuro-Symbolic Approach to Runtime Optimization in Resource Constrained Heterogeneous Systems

  • • Chitra Subramanian
    • Sarath Swaminathan
    • et al.
  • 2023
  • IJCAI 2023

  Workshop paper

• Synthesis Platforms for Generating High-Quality Polymer Datasets Utilizing Continuous and Discontinuous Reaction Setups

  • • Tim Erdmann
    • Nathaniel Park
    • et al.
  • 2023
  • ACS Fall 2023

  Talk

• Development of Ensemble Models for the Growth of Colloidal Spin-on-Glass Materials

  • • Tim Erdmann
    • Sarath Swaminathan
    • et al.
  • 2022
  • ACS Fall 2022

  Talk

• Neuro-symbolic reinforcement learning for polymer discovery

  • • Sarath Swaminathan
    • Dmitry Zubarev
  • 2022
  • ACS Fall 2022

  Conference paper

• PGT: a prompt based generative transformer for the patent domain

  • • Dimitrios Christofidellis
    • Antonio Berrios Torres
    • et al.
  • 2022
  • ICML 2022

  Workshop paper

• Neuro-Symbolic Reinforcement Learning for Polymer Discovery

  • • Sarath Swaminathan
    • Dmitry Zubarev
    • et al.
  • 2022
  • MRS Spring Meeting 2022

  Talk