Picture for Georgios Kissas

Georgios Kissas

FUSE: Fast Unified Simulation and Estimation for PDEs

Add code
May 23, 2024
Viaarxiv icon

Variational Autoencoding Neural Operators

Add code
Feb 20, 2023
Viaarxiv icon

NOMAD: Nonlinear Manifold Decoders for Operator Learning

Add code
Jun 07, 2022
Figure 1 for NOMAD: Nonlinear Manifold Decoders for Operator Learning
Figure 2 for NOMAD: Nonlinear Manifold Decoders for Operator Learning
Figure 3 for NOMAD: Nonlinear Manifold Decoders for Operator Learning
Figure 4 for NOMAD: Nonlinear Manifold Decoders for Operator Learning
Viaarxiv icon

Scalable Uncertainty Quantification for Deep Operator Networks using Randomized Priors

Add code
Mar 06, 2022
Figure 1 for Scalable Uncertainty Quantification for Deep Operator Networks using Randomized Priors
Figure 2 for Scalable Uncertainty Quantification for Deep Operator Networks using Randomized Priors
Figure 3 for Scalable Uncertainty Quantification for Deep Operator Networks using Randomized Priors
Figure 4 for Scalable Uncertainty Quantification for Deep Operator Networks using Randomized Priors
Viaarxiv icon

Learning Operators with Coupled Attention

Add code
Jan 04, 2022
Viaarxiv icon

Machine learning in cardiovascular flows modeling: Predicting pulse wave propagation from non-invasive clinical measurements using physics-informed deep learning

Add code
May 13, 2019
Figure 1 for Machine learning in cardiovascular flows modeling: Predicting pulse wave propagation from non-invasive clinical measurements using physics-informed deep learning
Figure 2 for Machine learning in cardiovascular flows modeling: Predicting pulse wave propagation from non-invasive clinical measurements using physics-informed deep learning
Figure 3 for Machine learning in cardiovascular flows modeling: Predicting pulse wave propagation from non-invasive clinical measurements using physics-informed deep learning
Figure 4 for Machine learning in cardiovascular flows modeling: Predicting pulse wave propagation from non-invasive clinical measurements using physics-informed deep learning
Viaarxiv icon