Search Results for author: Katelyn Zhou

Found 2 papers, 1 papers with code

Representing Molecules as Random Walks Over Interpretable Grammars

no code implementations13 Mar 2024 Michael Sun, Minghao Guo, Weize Yuan, Veronika Thost, Crystal Elaine Owens, Aristotle Franklin Grosz, Sharvaa Selvan, Katelyn Zhou, Hassan Mohiuddin, Benjamin J Pedretti, Zachary P Smith, Jie Chen, Wojciech Matusik

Recent research in molecular discovery has primarily been devoted to small, drug-like molecules, leaving many similarly important applications in material design without adequate technology.

Property Prediction

On ML-Based Program Translation: Perils and Promises

1 code implementation21 Feb 2023 Aniketh Malyala, Katelyn Zhou, Baishakhi Ray, Saikat Chakraborty

In the future, we envision an end-to-end program translation tool where programming domain knowledge can be embedded into an ML-based translation pipeline using pre- and post-processing steps.

Translation

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