George Em Karniadakis
0000-0002-9713-7120
Publication & Citation Trends
Publications
1,240 total
Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems OA
Cited by 99
Semantic Scholar
Integrating blood cell mechanics, platelet adhesive dynamics and coagulation cascade for modelling thrombus formation in normal and diabetic blood OA
Cited by 58
Semantic Scholar
Data-driven physics-informed constitutive metamodeling of complex fluids: A multifidelity neural network (MFNN) framework OA
Cited by 93
Semantic Scholar
GFINNs: GENERIC formalism informed neural networks for deterministic and stochastic dynamical systems OA
Cited by 73
Semantic Scholar
Simulating progressive intramural damage leading to aortic dissection using DeepONet: an operator–regression neural network OA
Cited by 63
Semantic Scholar
Hidden fluid mechanics: Learning velocity and pressure fields from flow visualizations PDF
Cited by 1,873
OpenAlex
Research Topics
Model Reduction and Neural Networks
(305)
Fluid Dynamics and Turbulent Flows
(201)
Probabilistic and Robust Engineering Design
(155)
Fluid Dynamics and Vibration Analysis
(129)
Blood properties and coagulation
(104)
Affiliations
California Institute of Technology
Northeastern University
Pennsylvania State University
Pacific Northwest National Laboratory
John Brown University