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Disambiguation of "Karniadakis, George Em"

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When Do Extended Physics-Informed Neural Networks (XPINNs) Improve Generalization?

, , , and . SIAM J. Sci. Comput., 44 (5): 3158- (2022)

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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)Meta-learning PINN loss functions., , and . J. Comput. Phys., (2022)A combined computational and experimental investigation of the filtration function of splenic macrophages in sickle cell disease., , , , , , and . PLoS Comput. Biol., (December 2023)Approximation rates of DeepONets for learning operators arising from advection-diffusion equations., , , , and . Neural Networks, (2022)How the spleen reshapes and retains young and old red blood cells: A computational investigation., , , , and . PLoS Comput. Biol., (2021)Deep Kronecker neural networks: A general framework for neural networks with adaptive activation functions., , , and . Neurocomputing, (2022)AOSLO-net: A deep learning-based method for automatic segmentation of retinal microaneurysms from adaptive optics scanning laser ophthalmoscope images., , , , , , , and . CoRR, (2021)DeepOnet Based Preconditioning Strategies For Solving Parametric Linear Systems of Equations., and . CoRR, (2024)Parallel Physics-Informed Neural Networks via Domain Decomposition., , and . CoRR, (2021)Mechanical Characterization and Inverse Design of Stochastic Architected Metamaterials Using Neural Operators., , , , , and . CoRR, (2023)