Accelerating Training of Physics Informed Neural Network for 1D PDEs with Hierarchical Matrices
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Publisher
Springer Nature Switzerland
Link
https://link.springer.com/content/pdf/10.1007/978-3-031-63759-9_38
Reference21 articles.
1. Alber, M., et al.: Integrating machine learning and multiscale modeling-perspectives, challenges, and opportunities in the biologica biomedical, and behavioral sciences. NPJ Digit. Med. 2 (2019). https://doi.org/10.1038/s41746-019-0193-y
2. Cai, S., Mao, Z., Wang, Z., Yin, M., Karniadakis, G.E.: Physics-informed neural networks (PINNs) for fluid mechanics: a review. Acta. Mech. Sin. 37(12), 1727–1738 (2021)
3. Calo, V., Łoś, M., Deng, Q., Muga, I., Paszyński, M.: Isogeometric Residual Minimization Method (iGRM) with direction splitting preconditioner for stationary advection-dominated diffusion problems. Comput. Methods Appl. Mech. Eng. 373, 113214 (2021). https://doi.org/10.1016/j.cma.2020.113214
4. Chan, J., Evans, J.: A minimal-residual finite element method for the convection-diffusion equations. ICES-REPORT 13(12) (2013). https://oden.utexas.edu/media/reports/2013/1312.pdf
5. Chen, Y., Lu, L., Karniadakis, G.E., Dal Negro, L.: Physics-informed neural networks for inverse problems in nano-optics and metamaterials. Opt. Exp. 28(8), 11618–11633 (2020)
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