- Published
- 2021-10-12
- Venue
- Journal of Computational Physics, vol. 449, pp. 110768
- Cited by
- 1,522
- Open access
- Yes, bronze
- DOI
- 10.1016/j.jcp.2021.110768
Cite this paper
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- APA 7
Wang, S., Yu, X., & Perdikaris, P. G. (2021). When and why PINNs fail to train: A neural tangent kernel perspective. Journal of Computational Physics, 449, 110768. https://doi.org/10.1016/j.jcp.2021.110768
- MLA 9
Wang, Sifan, et al. "When and why PINNs fail to train: A neural tangent kernel perspective." Journal of Computational Physics, vol. 449, 2021, pp. 110768, https://doi.org/10.1016/j.jcp.2021.110768.
- Chicago
Wang, Sifan, Xinling Yu, and Paris G. Perdikaris. "When and why PINNs fail to train: A neural tangent kernel perspective." Journal of Computational Physics 449 (2021): 110768. https://doi.org/10.1016/j.jcp.2021.110768.
- GOST
Wang S., Yu X., Perdikaris P. G. When and why PINNs fail to train: A neural tangent kernel perspective // Journal of Computational Physics. — 2021. — Vol. 449. — P. 110768. — URL: https://doi.org/10.1016/j.jcp.2021.110768
- BibTeX
@article{wang2021when, title = {{When and why PINNs fail to train: A neural tangent kernel perspective}}, author = {Sifan Wang and Xinling Yu and Paris G. Perdikaris}, journal = {Journal of Computational Physics}, year = {2021}, volume = {449}, pages = {110768}, doi = {10.1016/j.jcp.2021.110768}, url = {https://doi.org/10.1016/j.jcp.2021.110768} }- RIS
TY - JOUR AU - Wang, Sifan AU - Yu, Xinling AU - Perdikaris, Paris G. TI - When and why PINNs fail to train: A neural tangent kernel perspective JO - Journal of Computational Physics VL - 449 SP - 110768 PY - 2021 DA - 2021/10/12 DO - 10.1016/j.jcp.2021.110768 UR - https://doi.org/10.1016/j.jcp.2021.110768 ER -
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