Multitask Learning via Task Embeddings for Glass Property Prediction with Improved Sample Efficiency

This is the official repository providing data and code accompanying the paper Multitask Learning via Task Embeddings for Glass Property Prediction with Improved Sample Efficiency

Software Setup

Required libraries are given in requirements.txt. Installing them in a virtual environment can be done via

pip install -r requirements.txt

The current setup was tested with Python version 3.12.3.

How to cite

When using or referring to this work, please cite it as follows:

@article{maier2026multitask,
  title={Multitask learning via task embeddings for glass property prediction with improved sample efficiency},
  author={Maier, Gregor and Hamaekers, Jan and Ziebarth, Benedikt},
  journal={Computational Materials Science},
  volume={263},
  pages={114407},
  year={2026},
  publisher={Elsevier}
}

License

The content of this repository is licensed under CC BY-NC-SA 4.0