MS327A Generative and Probabilistic Modeling on Manifolds for Scientific Discovery I
Main Organizer:
Prof.
Dimitris Giovanis
(
Johns Hopkins University
, United States
)
Chaired by:
Mr. George Kevrekidis (Johns Hopkins University , United States) , Dr. Vladyslav Fediukov (Technische Universität München , Germany)
Mr. George Kevrekidis (Johns Hopkins University , United States) , Dr. Vladyslav Fediukov (Technische Universität München , Germany)
Scheduled presentations:
-
Multi-fidelity surrogate terramechanical modeling for dynamical simulations
-
Development of an Injection Molding Production Condition Inference System Based on Diffusion Model
-
Patient-informed generative modeling of cardiac anatomy based on normalizing flows and diffeomorphisms
-
Image-Based Variational Surrogates for Modal Analysis of MEMS Structures
