Research output per year
Research output per year
Project Details
| Status | Finished |
|---|---|
| Effective start/end date | 01/09/2017 → 31/08/2021 |
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 project contributes towards the following SDG(s):
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SDG 7 Affordable and Clean Energy
Fingerprint
Explore the research topics touched on by this project. These labels are generated based on the underlying awards/grants. Together they form a unique fingerprint.
Research output
- 5 Article
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Cross-view kernel transfer
Huusari, R., Capponi, C., Villoutreix, P. & Kadri, H., Sept 2022, In: Pattern Recognition. 129, p. 1-14 14 p., 108759.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)71 Downloads (Pure) -
Joint structural annotation of small molecules using liquid chromatography retention order and tandem mass spectrometry data
Bach, E., Schymanski, E. L. & Rousu, J., Dec 2022, In: Nature Machine Intelligence. 4, 12, p. 1224–1237 27 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile31 Citations (Scopus)63 Downloads (Pure) -
Strain design optimization using reinforcement learning
Sabzevari, M., Szedmak, S., Penttilä, M., Jouhten, P. & Rousu, J., Jun 2022, In: PLoS Computational Biology. 18, 6, p. 1-18 18 p., e1010177.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile40 Citations (Scopus)296 Downloads (Pure)
Datasets
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Dataset: "Probabilistic Framework for Integration of Mass Spectrum and Retention Time Information in Small Molecule Identification"
Bach, E. (Creator), Zenodo, 1 Apr 2020
Dataset
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Result files (ALLDATA): "Joint structural annotation of small molecules using liquid chromatography retention order and tandem mass spectrometry data with LC-MS²Struct"
Bach, E. (Creator), Zenodo, 20 Apr 2022
Dataset
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Dataset: "Joint structural annotation of small molecules using liquid chromatography retention order and tandem mass spectrometry data"
Bach, E. (Creator), Zenodo, 19 Jan 2022
DOI: 10.5281/zenodo.5854660, https://doi.org/10.1101/2022.02.11.480137
Dataset