Georgios Kissas

Machine learning in cardiovascular flows modeling: Predicting arterial blood pressure from non-invasive 4D flow MRI data using physics-informed neural networks

Georgios Kissas, Yibo Yang, Eileen Hwuang et al. · Computer Methods in Applied Mechanics and Engineering · 2019 · 629 citations · Full text

Engineering, Biomedical Engineering, Computer Science +17

Learning Operators with Coupled Attention

Georgios Kissas, J. S. Seidman, Leonardo Ferreira Guilhoto et al. · arXiv (Cornell University) · 2022 · 56 citations · Full text

Computing, Computer Science, Machine Learning +14

Scalable uncertainty quantification for deep operator networks using randomized priors

Yi-Bo Yang, Georgios Kissas, Paris Perdikaris · Computer Methods in Applied Mechanics and Engineering · 2022 · 42 citations · Full text

Computing, Computer Science, Bayesian Data Analysis +12

NOMAD: Nonlinear Manifold Decoders for Operator Learning

Jacob H. Seidman, Georgios Kissas, Paris Perdikaris et al. · arXiv (Cornell University) · 2022 · 29 citations · Full text

Computing, Computer Science, Computational Fluid Dynamics +15

The language of hyperelastic materials

Georgios Kissas, Siddhartha Mishra, Eleni Chatzi et al. · Computer Methods in Applied Mechanics and Engineering · 2024 · 29 citations · Full text

Engineering, Materials Engineering, Materials Science +15