@article{acceleratingpdeconstrainedinverse, title = {Accelerating PDE-constrained Inverse Solutions with Deep Learning and Reduced Order Models}, author = {Sheroze Sheriffdeen and Jean C. Ragusa and Jim E. Morel and Marvin L. Adams and Tan Bui-Thanh}, year = {2019}, eprint = {1912.08864}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/1912.08864v1}, }