Kohn-Sham Equations as Regularizer: Building Prior Knowledge into Machine-Learned Physics (bibtex)
by Li, Li, Hoyer, Stephan, Pederson, Ryan, Sun, Ruoxi, Cubuk, Ekin D., Riley, Patrick and Burke, Kieron
Reference:
Kohn-Sham Equations as Regularizer: Building Prior Knowledge into Machine-Learned Physics Li, Li, Hoyer, Stephan, Pederson, Ryan, Sun, Ruoxi, Cubuk, Ekin D., Riley, Patrick and Burke, Kieron, Phys. Rev. Lett. 126, 036401 (2021).
Bibtex Entry:
@article{LHPS20,
		Pub-num 	   = {206},
		title = {Kohn-Sham Equations as Regularizer: Building Prior Knowledge into Machine-Learned Physics},
		author = {Li, Li and Hoyer, Stephan and Pederson, Ryan and Sun, Ruoxi and Cubuk, Ekin D. and Riley, Patrick and Burke, Kieron},
		journal = {Phys. Rev. Lett.},
		volume = {126},
		issue = {3},
		pages = {036401},
		numpages = {7},
		year = {2021},
		month = {Jan},
		publisher = {American Physical Society},
		doi = {10.1103/PhysRevLett.126.036401},
		url = {https://link.aps.org/doi/10.1103/PhysRevLett.126.036401},
		arXiv		   = {arXiv:2009.08551},
		keywords 	   = {ML, Machine learning},
}
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