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Gaussian Approximation Potentials: a bri...

Bartók, Albert P....

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Gaussian Approximation Potentials: a brief tutorial introduction by Bartók, Albert P. ( Author )

Content Provider	Lemonjar Open Access
Publisher	N.A
Publication Date	01-01-2015
Summary	We present a swift walk-through of our recent work that uses machine learning to fit interatomic potentials based on quantum mechanical data. We describe our Gaussian Approximation Potentials (GAP) framework, discussing a variety of descriptors, how to train the model on total energies and derivatives and the simultaneous use of multiple models. We also show a small example using QUIP, the software sandbox implementation of GAP that is available for non-commercial use.
ISBN	-
Item Type	Article
File Type	pdf
File Size	36.88 KB
Language	English
Subjects	-
Unlimited	MYR 0.01
Total read	-
URL	http://arxiv.org/abs/1502.01366

Citation

Review the full bibliography data and make any necessary corrections before using. Always consult your library resources for the exact formatting and punctuation guidelines.

AMA 11th EditionReferences

Bartók, Albert P.. Gaussian Approximation Potentials: a brief tutorial introduction. N.A. January 01, 2015. Accessed September 08, 2024. https://online.provdatabase.com/cite/18328

APA 7th EditionReferences

Bartók, Albert P.. (2015). Gaussian Approximation Potentials: a brief tutorial introduction. N.A. https://online.provdatabase.com/cite/18328

Chicago 17th EditionReferences

Bartók, Albert P.. Gaussian Approximation Potentials: a brief tutorial introduction. N.A. 2015. https://online.provdatabase.com/cite/18328

HarvardReferences

Bartók, Albert P.. (2015). Gaussian Approximation Potentials: a brief tutorial introduction. [Online]. N.A. Available from: https://online.provdatabase.com/cite/18328. (Accessed 08 September 2024).

Harvard AustraliaReferences

Bartók, Albert P., 2015, Gaussian Approximation Potentials: a brief tutorial introduction, N.A, viewed 08 September 2024, <https://online.provdatabase.com/cite/18328>

MLA 9th EditionWorks Cited

Bartók, Albert P.. Gaussian Approximation Potentials: a brief tutorial introduction. N.A, 2015. PROV Database, https://online.provdatabase.com/cite/18328.

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