Automated structure discovery in atomic force microscopy

Benjamin Alldritt; Prokop Hapala; Niko Oinonen; Fedor Urtev; Ondrej Krejci; Filippo Federici Canova; Juho Kannala; Fabian Schulz; Peter Liljeroth; Adam S. Foster

doi:10.1126/sciadv.aay6913

Research ArticleCONDENSED MATTER PHYSICS

Automated structure discovery in atomic force microscopy

View ORCID ProfileBenjamin Alldritt¹,*,
View ORCID ProfileProkop Hapala¹,*,
View ORCID ProfileNiko Oinonen¹,*,
Fedor Urtev¹,²,*,
View ORCID ProfileOndrej Krejci ¹,
Filippo Federici Canova¹,³,
View ORCID ProfileJuho Kannala²,
View ORCID ProfileFabian Schulz¹,†,
View ORCID ProfilePeter Liljeroth ¹,‡ and
View ORCID ProfileAdam S. Foster ¹,⁴,⁵,‡

¹Department of Applied Physics, Aalto University, 00076 Aalto, Espoo, Finland.
²Department of Computer Science, Aalto University, 00076 Aalto, Espoo, Finland.
³Nanolayers Research Computing Ltd., London, UK.
⁴Graduate School Materials Science in Mainz, Staudinger Weg 9, 55128, Germany.
⁵WPI Nano Life Science Institute (WPI-NanoLSI), Kanazawa University, Kakuma-machi, Kanazawa 920-1192, Japan.

↵‡Corresponding author. Email: peter.liljeroth{at}aalto.fi (P.L.); adam.foster{at}aalto.fi (A.S.F.)

↵* These authors contributed equally to this work.
↵† Present address: Fritz-Haber Institute of the Max-Planck Society, Faradayweg 4-6, 14195 Berlin, Germany.

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Science Advances 26 Feb 2020:
Vol. 6, no. 9, eaay6913
DOI: 10.1126/sciadv.aay6913

Benjamin Alldritt

1Department of Applied Physics, Aalto University, 00076 Aalto, Espoo, Finland.

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Prokop Hapala

1Department of Applied Physics, Aalto University, 00076 Aalto, Espoo, Finland.

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Niko Oinonen

1Department of Applied Physics, Aalto University, 00076 Aalto, Espoo, Finland.

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Fedor Urtev

1Department of Applied Physics, Aalto University, 00076 Aalto, Espoo, Finland.

2Department of Computer Science, Aalto University, 00076 Aalto, Espoo, Finland.

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Ondrej Krejci

1Department of Applied Physics, Aalto University, 00076 Aalto, Espoo, Finland.

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Filippo Federici Canova

1Department of Applied Physics, Aalto University, 00076 Aalto, Espoo, Finland.

3Nanolayers Research Computing Ltd., London, UK.

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Juho Kannala

2Department of Computer Science, Aalto University, 00076 Aalto, Espoo, Finland.

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Fabian Schulz

1Department of Applied Physics, Aalto University, 00076 Aalto, Espoo, Finland.

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Peter Liljeroth

1Department of Applied Physics, Aalto University, 00076 Aalto, Espoo, Finland.

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For correspondence: peter.liljeroth@aalto.fi adam.foster@aalto.fi

Adam S. Foster

1Department of Applied Physics, Aalto University, 00076 Aalto, Espoo, Finland.

4Graduate School Materials Science in Mainz, Staudinger Weg 9, 55128, Germany.

5WPI Nano Life Science Institute (WPI-NanoLSI), Kanazawa University, Kakuma-machi, Kanazawa 920-1192, Japan.

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For correspondence: peter.liljeroth@aalto.fi adam.foster@aalto.fi

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Automated structure discovery in atomic force microscopy

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