Publications by Prashant Govindarajan

• 

  Prashant Govindarajan

  Research Areas: Reinforcement Learning, Machine Learning for Drug Discovery, Crystal Structure Design

Activity

• PhD Student: Sep 2022 - now

Preprints

• CrystalGym: A New Benchmark for Materials Discovery Using Reinforcement Learning
  Prashant Govindarajan, Mathieu Reymond, Antoine Clavaud, Mariano Phielipp, Santiago Miret, and Sarath Chandar
  In ArXiv, 2025.
  #RL, #Other
  [arXiv], [code]

• CADmium: Fine-Tuning Code Language Models for Text-Driven Sequential CAD Design
  Prashant Govindarajan*, Davide Baldelli*, Jay Pathak, Quentin Fournier, and Sarath Chandar
  In ArXiv, 2025.
  #NLP
  [arXiv], [code], [huggingface]

Conference and Journal Papers

2024

1. Learning Conditional Policies for Crystal Design Using Offline Reinforcement Learning
   Prashant Govindarajan, Santiago Miret, Jarrid Rector-Brooks, Mariano Phielipp, Janarthanan Rajendran, and Sarath Chandar
   Digital Discovery Journal, 2024.
   #RL
   [paper]