@article{theoryguideddatascienceanewparadigmfor,
  title = {Theory-guided Data Science: A New Paradigm for Scientific Discovery from Data},
  author = {Anuj Karpatne and Gowtham Atluri and James Faghmous and Michael Steinbach and Arindam Banerjee and Auroop Ganguly and Shashi Shekhar and Nagiza Samatova and Vipin Kumar},
  year = {2016},
  eprint = {1612.08544},
  archivePrefix = {arXiv},
  url = {http://arxiv.org/abs/1612.08544v2},
}