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Disambiguation of "Karniadakis, George Em"

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Hidden Physics Models: Machine Learning of Nonlinear Partial Differential Equations

, and . (2017)cite arxiv:1708.00588.
DOI: 10.1016/j.jcp.2017.11.039

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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)Physics-Informed Neural Networks for Nonhomogeneous Material Identification in Elasticity Imaging., , and . CoRR, (2020)Physics-Informed Generative Adversarial Networks for Stochastic Differential Equations., , and . SIAM J. Sci. Comput., 42 (1): A292-A317 (2020)On the Convergence and generalization of Physics Informed Neural Networks., , and . CoRR, (2020)Meta-learning PINN loss functions., , and . J. Comput. Phys., (2022)Neural Operator Learning for Long-Time Integration in Dynamical Systems with Recurrent Neural Networks., , , and . CoRR, (2023)Hutchinson Trace Estimation for High-Dimensional and High-Order Physics-Informed Neural Networks., , , and . CoRR, (2023)Two-scale Neural Networks for Partial Differential Equations with Small Parameters., , , and . CoRR, (2024)Bi-orthogonal fPINN: A physics-informed neural network method for solving time-dependent stochastic fractional PDEs., , , , and . CoRR, (2023)Measure-conditional Discriminator with Stationary Optimum for GANs and Statistical Distance Surrogates., , and . CoRR, (2021)