ChangwenXu98/TransPolymer
Implementation of "TransPolymer: a Transformer-based language model for polymer property predictions" in PyTorch
This project helps polymer scientists and material engineers predict various polymer properties from their chemical sequences. You provide the chemical structure of a polymer, and it predicts properties like electrolyte conductivity, band gap, or refractive index. It's designed for researchers developing new polymer materials or optimizing existing ones.
No commits in the last 6 months.
Use this if you need to accurately predict properties of new or existing polymer sequences without extensive laboratory synthesis and testing.
Not ideal if you're looking to design entirely new polymer structures from scratch or if your primary interest is in properties not covered, like mechanical strength or thermal stability.
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85
Forks
30
Language
Python
License
MIT
Category
Last pushed
Nov 17, 2023
Commits (30d)
0
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