"We develop and share open-source tools at the interface of polymer science and artificial intelligence. These resources are freely available to foster reproducibility and accelerate adoption of AI in the polymer community"
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DetectNano
AI-powered app for automatic detection of polymer nanoparticles in TEM images.
- Live demo on Hugging Face
- Open-source code on Zenodo: DOI link
- Based on YOLOv8 deep learning model.
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PISA Phase Diagram PredictorÂ
Machine learning workflow for predicting polymer nano-object morphologies in polymerization-induced self-assembly (PISA).
- Open-source code: Zenodo DOI