A dimension-augmented physics-informed neural network (DaPINN) with high level accuracy and efficiency

Author:

Guan Weilong,Yang Kaihan,Chen Yinsheng,Liao Shaolin,Guan ZhongORCID

Publisher

Elsevier BV

Subject

Computer Science Applications,Physics and Astronomy (miscellaneous),Applied Mathematics,Computational Mathematics,Modeling and Simulation,Numerical Analysis

Reference49 articles.

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3. An adaptive octree finite element method for pdes posed on surfaces;Chernyshenko;Comput. Methods Appl. Mech. Eng.,2015

4. Numerical Methods for Partial Differential Equations;Ames,2014

5. Neural-network-based approximations for solving partial differential equations;Dissanayake;Commun. Numer. Methods Eng.,1994

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