Research ArticleMATERIALS SCIENCE
Self-driving laboratory for accelerated discovery of thin-film materials
- View ORCID ProfileB. P. MacLeod1,2,*,
- View ORCID ProfileF. G. L. Parlane1,2,*,
- View ORCID ProfileT. D. Morrissey1,2,
- View ORCID ProfileF. Häse3,4,5,6,
- View ORCID ProfileL. M. Roch3,4,5,6,
- View ORCID ProfileK. E. Dettelbach1,
- View ORCID ProfileR. Moreira1,
- View ORCID ProfileL. P. E. Yunker1,
- View ORCID ProfileM. B. Rooney1,
- J. R. Deeth1,
- View ORCID ProfileV. Lai1,
- G. J. Ng1,
- View ORCID ProfileH. Situ1,
- View ORCID ProfileR. H. Zhang1,
- View ORCID ProfileM. S. Elliott1,
- View ORCID ProfileT. H. Haley1,
- View ORCID ProfileD. J. Dvorak2,
- View ORCID ProfileA. Aspuru-Guzik3,4,5,6,7,†,
- View ORCID ProfileJ. E. Hein1,† and
- View ORCID ProfileC. P. Berlinguette1,2,7,8,†
- 1Department of Chemistry, The University of British Columbia, Vancouver, British Columbia, Canada.
- 2Stewart Blusson Quantum Matter Institute, The University of British Columbia, Vancouver, British Columbia, Canada.
- 3Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA.
- 4Department of Chemistry, University of Toronto, Toronto, Ontario, Canada.
- 5Department of Computer Science, University of Toronto, Toronto, Ontario, Canada.
- 6Vector Institute for Artificial Intelligence, MaRS Centre, Toronto, Ontario, Canada.
- 7Canadian Institute for Advanced Research (CIFAR), MaRS Centre, Toronto, Ontario, Canada.
- 8Department of Chemical and Biological Engineering, The University of British Columbia, Vancouver, British Columbia, Canada.
- ↵†Corresponding author. Email: cberling{at}chem.ubc.ca (C.P.B.); alan{at}aspuru.com (A.A.-G.); jhein{at}chem.ubc.ca (J.E.H.)
↵* These authors contributed equally to this work.
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Science Advances 13 May 2020:
Vol. 6, no. 20, eaaz8867
DOI: 10.1126/sciadv.aaz8867
Vol. 6, no. 20, eaaz8867
DOI: 10.1126/sciadv.aaz8867
B. P. MacLeod
1Department of Chemistry, The University of British Columbia, Vancouver, British Columbia, Canada.
2Stewart Blusson Quantum Matter Institute, The University of British Columbia, Vancouver, British Columbia, Canada.
F. G. L. Parlane
1Department of Chemistry, The University of British Columbia, Vancouver, British Columbia, Canada.
2Stewart Blusson Quantum Matter Institute, The University of British Columbia, Vancouver, British Columbia, Canada.
T. D. Morrissey
1Department of Chemistry, The University of British Columbia, Vancouver, British Columbia, Canada.
2Stewart Blusson Quantum Matter Institute, The University of British Columbia, Vancouver, British Columbia, Canada.
F. Häse
3Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA.
4Department of Chemistry, University of Toronto, Toronto, Ontario, Canada.
5Department of Computer Science, University of Toronto, Toronto, Ontario, Canada.
6Vector Institute for Artificial Intelligence, MaRS Centre, Toronto, Ontario, Canada.
L. M. Roch
3Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA.
4Department of Chemistry, University of Toronto, Toronto, Ontario, Canada.
5Department of Computer Science, University of Toronto, Toronto, Ontario, Canada.
6Vector Institute for Artificial Intelligence, MaRS Centre, Toronto, Ontario, Canada.
K. E. Dettelbach
1Department of Chemistry, The University of British Columbia, Vancouver, British Columbia, Canada.
R. Moreira
1Department of Chemistry, The University of British Columbia, Vancouver, British Columbia, Canada.
L. P. E. Yunker
1Department of Chemistry, The University of British Columbia, Vancouver, British Columbia, Canada.
M. B. Rooney
1Department of Chemistry, The University of British Columbia, Vancouver, British Columbia, Canada.
J. R. Deeth
1Department of Chemistry, The University of British Columbia, Vancouver, British Columbia, Canada.
V. Lai
1Department of Chemistry, The University of British Columbia, Vancouver, British Columbia, Canada.
G. J. Ng
1Department of Chemistry, The University of British Columbia, Vancouver, British Columbia, Canada.
H. Situ
1Department of Chemistry, The University of British Columbia, Vancouver, British Columbia, Canada.
R. H. Zhang
1Department of Chemistry, The University of British Columbia, Vancouver, British Columbia, Canada.
M. S. Elliott
1Department of Chemistry, The University of British Columbia, Vancouver, British Columbia, Canada.
T. H. Haley
1Department of Chemistry, The University of British Columbia, Vancouver, British Columbia, Canada.
D. J. Dvorak
2Stewart Blusson Quantum Matter Institute, The University of British Columbia, Vancouver, British Columbia, Canada.
A. Aspuru-Guzik
3Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA.
4Department of Chemistry, University of Toronto, Toronto, Ontario, Canada.
5Department of Computer Science, University of Toronto, Toronto, Ontario, Canada.
6Vector Institute for Artificial Intelligence, MaRS Centre, Toronto, Ontario, Canada.
7Canadian Institute for Advanced Research (CIFAR), MaRS Centre, Toronto, Ontario, Canada.
J. E. Hein
1Department of Chemistry, The University of British Columbia, Vancouver, British Columbia, Canada.
C. P. Berlinguette
1Department of Chemistry, The University of British Columbia, Vancouver, British Columbia, Canada.
2Stewart Blusson Quantum Matter Institute, The University of British Columbia, Vancouver, British Columbia, Canada.
7Canadian Institute for Advanced Research (CIFAR), MaRS Centre, Toronto, Ontario, Canada.
8Department of Chemical and Biological Engineering, The University of British Columbia, Vancouver, British Columbia, Canada.
