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Presenter: Melissa Adrian (University of Chicago) Collaborator(s): Daniel Sanz-Alonso, Rebecca Willett Title: Data Assimilation with Machine Learning Surrogate Models: A Case Study with FourCastNet | Presenter: Allison Fuller (Arizona State University) Collaborator(s): Malena Español, Misha Kilmer Title: Structure-Informed Bounds on Matrix Kronecker Rank |
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Presenter: Graham Thomas Pash (University of Texas, Austin) Collaborator(s): Umberto Villa, David A. Hormuth II, Thomas E. Yankeelov, Karen Willcox Title: Towards Predictive Digital Twins with Applications to Precision Oncology | Presenter: Zhongrui Wang (University of Wisconsin, Madison) Collaborator(s): Chuanqi Chen, Nan Chen, Jin-long Wu Title: CGKN: A Deep Learning Digital Twins Framework for Stochastic Modeling, Forecast, and Data Assimilation |