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Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations

M. Raissi, P. Perdikaris, and G. Karniadakis. Journal of Computational physics, (2019)

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To differ between persons with the same name, the academic degree and the title of an important publication will be displayed. You can also use the button next to the name to display some publications already assigned to the person.

Kenneth E M George

George Mertzios

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

Ursula E E Köhler

Witold George

Hans George

Other publications of authors with the same name

Mesoscale modeling of phase transition dynamics of thermoresponsive polymers.Z. Li, Y. Tang, X. Li, and G. Karniadakis. CoRR, (2015)Trainability and Data-dependent Initialization of Over-parameterized ReLU Neural Networks.Y. Shin, and G. Karniadakis. CoRR, (2019)Physics-informed semantic inpainting: Application to geostatistical modeling.Q. Zheng, L. Zeng, and G. Karniadakis. CoRR, (2019)Neural-net-induced Gaussian process regression for function approximation and PDE solution.G. Pang, L. Yang, and G. Karniadakis. CoRR, (2018)Selecting the Numerical Flux in Discontinuous Galerkin Methods for Diffusion Problems.R. Kirby, and G. Karniadakis. J. Sci. Comput., 22 (1): 385-411 (2005)Karhunen-Loeve Representation of Periodic Second-Order Autoregressive Processes.D. Lucor, C. Su, and G. Karniadakis. International Conference on Computational Science, volume 3038 of Lecture Notes in Computer Science, page 827-834. Springer, (2004)Parallel Scientific Computing in C++ and MPI - A Seamless Approach to Parallel Algorithms and their Implementation.G. Karniadakis, and R. Kirby. Cambridge University Press, (2003)Simulating and visualizing the human arterial system on the TeraGrid.S. Dong, J. Insley, N. Karonis, M. Papka, J. Binns, and G. Karniadakis. Future Gener. Comput. Syst., 22 (8): 1011-1017 (2006)Uncertainty quantification in simulation science.G. Karniadakis, and J. Glimm. J. Comput. Phys., 217 (1): 1-4 (2006)Time-dependent and outflow boundary conditions for Dissipative Particle Dynamics.H. Lei, D. Fedosov, and G. Karniadakis. J. Comput. Phys., 230 (10): 3765-3779 (2011)

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Disambiguation of "Karniadakis, George E"

Please choose a person to relate this publication to

Kenneth E M George

George Mertzios

Ursula E E Köhler

Witold George

Hans George

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Karniadakis, George E"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations

Please choose a person to relate this publication to

Kenneth E M George

George Mertzios

Ursula E E Köhler

Witold George

Hans George

Other publications of authors with the same name

Disambiguation