Ramprasad Group
- 134 followers
- Atlanta, Georgia, USA
- http://ramprasad.mse.gatech.edu/
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Repositories
- OTF-MLFF-Tg Public
Data for "On-the-Fly Machine-Learned Force Fields for High-Fidelity Polymer Glass Transition Simulations".
- polyVERSE Public
polyVERSE is a comprehensive repository of informatics-ready datasets curated by the Ramprasad Group.
- rag-polymer-lit-scholar Public
- polyRETRO Public
- polyBERT Public
- polyGen Public
- OPVPerfPredictor Public
Predict key performance parameters (PCE, Voc, Jsc, FF) of organic solar cells using natural language prompts and fine-tuned TinyLlama-1.1B adapters.
- PromptDataExtraction Public
Python module and scripts to run automated data extraction pipelines built using MaterialsBERT, GPT-3.5 and LlaMa 2 models.
- PENN_Melt_Viscosity Public
Code example for a Physics Enforced Neural Network for Polymer Melt Viscosity
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