@article{generativemodelproposalbasedparticlefilt, title = {Generative Model Proposal based Particle Filtering for Data Assimilation}, author = {Chandni Nagda and Mayank Shrivastava and Gudrun Thorkelsdottir and Gan Zhang and Morteza Mardani and Arindam Banerjee}, year = {2026}, eprint = {2607.01012}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.01012}, }