@article{inverseproblemsanddataassimilationa, title = {Inverse Problems and Data Assimilation: A Machine Learning Approach}, author = {Eviatar Bach and Ricardo Baptista and Daniel Sanz-Alonso and Andrew Stuart}, year = {2024}, eprint = {2410.10523}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2410.10523v1}, }