Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 4 Quality Education -
SDG 7 Affordable and Clean Energy
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Collaborations and top research areas from the last five years
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Overcoming labelled data scarcity for defect classification in scanning tunnelling microscopy
Kolev, N. L., Trouton, M., Federici Canova, F., Thornton, G., Gao, D. Z., Curson, N. J. & Stock, T. J. Z., 1 Apr 2026, In: Machine Learning: Science and Technology. 7, 2, p. 1-23 23 p., 025041.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Downloads (Pure) -
Computed Three-Dimensional Atomic Force Microscopy Images of Biopolymers Using the Jarzynski Equality
Sumikama, T., Canova, F. F., Gao, D. Z., Penedo, M., Miyazawa, K., Foster, A. S. & Fukuma, T., 16 Jun 2022, In: Journal of Physical Chemistry Letters. 13, 23, p. 5365-5371 7 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile7 Citations (Scopus)92 Downloads (Pure) -
Electrostatic Discovery Atomic Force Microscopy
Oinonen, N., Xu, C., Alldritt, B., Canova, F. F., Urtev, F., Cai, S., Krejčí, O., Kannala, J., Liljeroth, P., Foster, A. S. & Hapala, H., 25 Jan 2022, In: ACS Nano. 16, 1, p. 89-97 9 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile23 Citations (Scopus)128 Downloads (Pure) -
Automated structure discovery in atomic force microscopy
Alldritt, B., Hapala, H., Oinonen, N., Urtev, F., Krejci, O., Federici Canova, F., Kannala, J., Schulz, F., Liljeroth, P. & Foster, A., 26 Feb 2020, In: Science Advances. 6, 9, 10 p., eaay6913.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile103 Citations (Web of Science)158 Downloads (Pure) -
DScribe: Library of descriptors for machine learning in materials science
Himanen, L., Jäger, M. O. J., Morooka, E. V., Federici Canova, F., Ranawat, Y. S., Gao, D. Z., Rinke, P. & Foster, A. S., Feb 2020, In: Computer Physics Communications. 247, 12 p., 106949.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile684 Citations (Scopus)795 Downloads (Pure)
Datasets
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DScribe: Library of descriptors for machine learning in materials science
Himanen, L. (Creator), Jäger, M. O. J. (Creator), Morooka, E. V. (Creator), Canova, F. F. (Creator), Ranawat, Y. S. (Creator), Gao, D. Z. (Creator), Rinke, P. (Creator) & Foster, A. S. (Creator), Mendeley Data, 2 Oct 2019
DOI: 10.17632/vzrs8n8pk6.1, https://data.mendeley.com/datasets/vzrs8n8pk6
Dataset: Software or code
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Datasets used in the paper "Electrostatic Discovery Atomic Force Microscopy"
Oinonen, N. (Creator), Federici Canova, F. (Creator), Alldritt, B. (Creator) & Xu, C. (Creator), Zenodo, 11 Aug 2021
DOI: 10.5281/zenodo.10606442, https://zenodo.org10609676
Dataset
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Datasets for the paper "Automated structure discovery in atomic force microscopy"
Oinonen, N. (Creator), Federici Canova, F. (Creator) & Alldritt, B. (Creator), Zenodo, 7 Apr 2020
DOI: 10.5281/zenodo.10562769, https://zenodo.org10562769
Dataset
Activities
- 1 Organization of a workshop, panel, session, tutorial or event
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International Workshop on Machine Learning for Materials Science
Rinke, P. (Member), Todorovic, M. (Member), Foster, A. (Member) & Federici Canova, F. (Member)
3 May 2018 → 4 May 2018Activity: Participating in or organising an event types › Organization of a workshop, panel, session, tutorial or event
Press/Media
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Simulating molecular adsorption on dielectric surfaces with classical MD, DFT and machine learning
Rinke, P., Federici Canova, F. & Foster, A.
30/03/2023
1 item of Media coverage
Press/Media: Media appearance