Scholar
George Em Karniadakis
Google Scholar ID: yZ0-ywkAAAAJ
The Charles Pitts Robinson and John Palmer Barstow Professor of Applied Mathematics and Engineering
Citations & Impact
Citations
97,334
H-index
115
i10-index
544
Publications
20
Co-authors
17
list available
Publications
Resume
Academic Achievements
- - Published the first original works on PINNs and DeepONet.
- - Supported generously by AFOSR, DOE, ARL, ONR, and multiple industrial partners.
Research Experience
- - Leads the CRUNCH research group focusing on neural partial differential equations and neural operators.
- - Collaborates with several US universities including MIT, Stanford, etc.
Background
- - Research Interests: Computational Mathematics + Machine Learning + X (where X can be problems in biology, geophysics, etc.)
- - Specialization: Neural PDEs and neural operators
- - Brief Introduction: Leader of a research team at the Division of Applied Mathematics, Brown University, since the early 1990s.
Miscellany
- - Supports diversity and inclusion, including support for MET School @ PVD, WISE@Brown, and the Association of Women in Mathematics@Brown.
- - Has a research team with interdisciplinary backgrounds.
