MS132B Recent Advances in Data-Driven Modeling and Uncertainty Quantification of Complex Dynamical Systems II
MS Corresponding Organizer: Dr. Sourav Dutta (The University of Texas at Austin)
Chaired by:
Dr. Sourav Dutta (The University of Texas at Austin , United States)
Dr. Sourav Dutta (The University of Texas at Austin , United States)
Scheduled presentations:
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Transfer learning for inversion of multi-fidelity data in subsurface hydrology
A. Chiofalo*, V. Ciriello, D. Tartakovsky -
Error propagation for inverse problems: Applications to solar physics
E. Perracchione*, A. Volpara, F. Camattari, A. Massone, M. Piana -
Meta Multifidelity Estimators for Uncertainty Quantification within Outer-Loop Applications
F. Law*, A. Cerfon, B. Peherstorfer, F. Wechsung -
Wasserstein-VAEs for Monte Carlo ensemble generation
A. Mohsin Hassan Abdalla*, M. Putti, G. Santin -
Enhancing Data Assimilation and Uncertainty Analysis in CCUS Projects Through AI Integration
G. Seabra*, N. Mücke, V. Silva, D. Voskov, F. Vossepoel
