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Disambiguation of "Karniadakis, George Em"

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DeepXDE: A Deep Learning Library for Solving Differential Equations.

, , , and . SIAM Rev., 63 (1): 208-228 (2021)

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George Em Marica

Mena em Zulai

George Mertzios

Combinatorial optimization and recognition of graph classes with applications to related models. TU Aachen, (2009)

Avr Bar-Mena em

Darius Ka em kas

 

Other publications of authors with the same name

Continuum- and particle-based modeling of shapes and dynamics of red blood cells in health and disease, , and . Soft Matter, 9 (1): 28-37 (2013)On the Convergence and generalization of Physics Informed Neural Networks., , and . CoRR, (2020)Meta-learning PINN loss functions., , and . J. Comput. Phys., (2022)Gradient-enhanced physics-informed neural networks for forward and inverse PDE problems., , , and . CoRR, (2021)Rethinking materials simulations: Blending direct numerical simulations with neural operators., , , , and . CoRR, (2023)Mechanical Characterization and Inverse Design of Stochastic Architected Metamaterials Using Neural Operators., , , , , and . CoRR, (2023)Learning characteristic parameters and dynamics of centrifugal pumps under multi-phase flow using physics-informed neural networks., , , and . CoRR, (2023)Measure-conditional Discriminator with Stationary Optimum for GANs and Statistical Distance Surrogates., , and . CoRR, (2021)Two-scale Neural Networks for Partial Differential Equations with Small Parameters., , , and . CoRR, (2024)Hutchinson Trace Estimation for High-Dimensional and High-Order Physics-Informed Neural Networks., , , and . CoRR, (2023)