George Em Karniadakis
Author
Alternate names G. Em Karniadakis, G.E Karniadakis, George Karniadakis, G. Karniadakis, George Em. Karniadakis +6 more
Institution Brown University
Past institutions John Brown University, Pacific Northwest National Laboratory, Brown University, Providence College, Applied Mathematics (United States) +5 more
ORCID: Yes
H-index: 129
I10-index: 584
Works count: 1,232
Citations count: 85,110
Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations
2018 · Maziar Raissi, Paris Perdikaris, et al. · Journal of Computational Physics
The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations
2002 · Dongbin Xiu, George Em Karniadakis · SIAM Journal on Scientific Computing
Physics-informed machine learning
2021 · George Em Karniadakis, Ioannis G. Kevrekidis, et al. · Nature Reviews Physics