InVAErt networks: a data-driven framework for model synthesis and
identifiability analysis

InVAErt networks: a data-driven framework for model synthesis and identifiability analysis

24 July 2023

Guoxiang Grayson Tong

Carlos A. Sing Long

Daniele E. Schiavazzi

Papers citing "InVAErt networks: a data-driven framework for model synthesis and identifiability analysis"

4 / 4 papers shown

Title
InVAErt networks for amortized inference and identifiability analysis of lumped parameter hemodynamic models Guoxiang Grayson Tong Carlos A. Sing Long Daniele E. Schiavazzi CML 22 0 0 15 Aug 2024
FUSE: Fast Unified Simulation and Estimation for PDEs Levi E. Lingsch Dana Grund Siddhartha Mishra Georgios Kissas AI4CE 36 0 0 23 May 2024
Posterior Collapse and Latent Variable Non-identifiability Yixin Wang David M. Blei John P. Cunningham CML DRL 83 71 0 02 Jan 2023
B-PINNs: Bayesian Physics-Informed Neural Networks for Forward and Inverse PDE Problems with Noisy Data Liu Yang Xuhui Meng George Karniadakis PINN 183 760 0 13 Mar 2020