Concepedia

Yibo Yang

YY

Statistics

Publications

16

Citations

1.8K

H-Index

13

Active since

2016

Affiliations

Peking University(Current)

University of Pennsylvania

University of Chicago

Shandong University

Institute of Applied Physics and Computational Mathematics

Yibo Yang is an author at Peking University specializing in machine learning, computing, and uncertainty quantification.

Publications per year

2016–2024

16

Publications

16

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

Adversarial uncertainty quantification in physics-informed neural networks

Yibo Yang, Paris Perdikaris · Journal of Computational Physics · 2019 · 409 citations · Full text

Computing, Computer Science, Physics +12

Physics-Informed Neural Networks for Cardiac Activation Mapping

Francisco Sahli Costabal, Yibo Yang, Paris Perdikaris et al. · Frontiers in Physics · 2020 · 403 citations · Full text

Medicine, Biomedical Engineering, Cardiology +17

Conditional deep surrogate models for stochastic, high-dimensional, and multi-fidelity systems

Yibo Yang, Paris Perdikaris · Computational Mechanics · 2019 · 62 citations · Full text

Computing, Computational Engineering, Systems Engineering +14

Physics-informed deep generative models

Yibo Yang, Paris Perdikaris · arXiv (Cornell University) · 2018 · 59 citations · Full text

Computing, Physics, Computational Physics +16

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