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Presenter: Elizabeth Ann Cucuzzella (Carnegie-Mellon University) Collaborator(s): Dr. Ann Lee, Dr. Tria McNeely, Dr. Kimberly Wood Title: Tropical Cyclone Short-Term Intensity Forecasting Through Structural Analysis | Presenter: Sang-ri Yi (University of California, Berkeley (UC Berkeley)) Collaborator(s): Alexandros Taflanidis Title: ML/AI for Advancing Natural Hazards Engineering: The SimCenter Paradigm |
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Presenter: xiangrui Kong (Purdue University) Collaborator(s): Haoyang Zheng, Guang Lin Title: LAPD: Langevin-Assisted Bayesian Active Learning for Physical Discovery | Presenter: Teodoro Esteban Amaya (University of Notre Dame) Collaborator(s): Esteban Amaya and Alexandros Taflanidis Title: Seismic Loss Assessment of Regional Bridge Networks Using Gaussian Process Stochastic Emulation. |
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Presenter: Parisa Toofani Movaghar (University of Notre Dame) Collaborator(s): Alexandros Taflanidis Title: Computationally and Memory Efficient Graph Neural Network for Emulating Storm Surge Inundation State Over Extended Spatial Domains |