Research output per year
Research output per year
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):
Education/Academic qualification
PhD in Theoretical Chemistry, Nitriles in Prebiotic Chemistry and Astrobiology, Chalmers University of Technology
25 Sept 2017 → 17 Apr 2022
Award Date: 13 May 2022
Fingerprint
Dive into the research topics where Hilda Sandström is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Exoloring the role of oxygenated organic molecules in new particle formation events with explainable artificial intelligence
Bortolussi, F., Brean, J., Rowell, A., Beddows, D. C. S., Weinhold, K., Mettke, P., Merkel, M., Tuch, T., Kumar, .., Barua, S., Iyer, S., Karppinen, A., Sandström, H., Rinke, P., Wiedensohler, A., Dal Maso, M., Rissanen, M. P., Shi, Z. & Harrison, R. M., 2025. 1 p.Research output: Contribution to conference › Abstract › Scientific › peer-review
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Predicting intersystem crossing rate constants of alkoxy-radical pairs with structure-based descriptors and machine learning
Valiev, R. R., Nasibullin, R. T., Sandström, H., Rinke, P., Puolamäki, K. & Kurten, T., 27 Jun 2025, In: Physical Chemistry Chemical Physics. 27, 28, p. 14804-14814 11 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile3 Downloads (Pure) -
Similarity-based analysis of atmospheric organic compounds for machine learning applications
Sandström, H. & Rinke, P., 2025, In: Geoscientific Model Development. 18, 9, p. 2701-2724 24 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile19 Downloads (Pure) -
Technical note : Towards atmospheric compound identification in chemical ionization mass spectrometry with pesticide standards and machine learning
Bortolussi, F., Sandström, H., Partovi, F., Mikkilä, J., Rinke, P. & Rissanen, M., 17 Jan 2025, In: Atmospheric Chemistry and Physics. 25, 1, p. 685-704 20 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)30 Downloads (Pure) -
Towards atmospheric identification in chemical ionization mass spectrometry with machine learning
Bortolussi, F., Sandström, H., Partovi, F., Mikkilä, J., Rinke, P. & Rissanen, M. P., 2025.Research output: Contribution to conference › Abstract › Scientific › peer-review
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VILMA2: VILMA2/Rinke
Rinke, P. (Principal investigator), Krejci, O. (Project Member), Pisal, P. (Project Member), Wallgren, K. (Project Member), Löfgren, J. (Project Member), Sandström, H. (Project Member), Laakso, J. (Project Member) & Lind, L. (Project Member)
01/01/2024 → 31/12/2026
Project: RCF Academy Project
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VILMA: Virtual laboratory for molecular level atmospheric transformations
Rinke, P. (Principal investigator), Löfgren, J. (Project Member), Lind, L. (Project Member), Laakso, J. (Project Member), Sorvisto, D. (Project Member), Henkel, P. (Project Member) & Sandström, H. (Project Member)
01/01/2022 → 31/12/2024
Project: RCF Centre of Excellence
Datasets
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Similarity-Based Analysis of Atmospheric Organic Compounds for Machine Learning Applications
Sandström, H. (Creator), Zenodo, 16 Jan 2025
DOI: 10.5281/zenodo.14671495, https://zenodo.org/records/14671496
Dataset
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Predicting Intersystem Crossing Rate Constants of Alkoxy-Radical Pairs with Structure-Based Descriptors and Machine Learning
Valiev, R. (Creator), Nasibullin, R. (Creator), Sandström, H. (Creator), Rinke, P. (Creator), Puolamäki, K. (Creator) & Kurtén, T. (Creator), Zenodo, 25 Apr 2025
DOI: 10.5281/zenodo.15281799, https://doi.org/10.5281/zenodo.15345806
Dataset
Activities
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International Aerosol Modeling Algorithms Conference
Sandström, H. (Speaker)
2023Activity: Talk or presentation types › Conference presentation
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Electronic Structure Theory and Machine Learning in Materials Science and Computational Chemistry
Sandström, H. (Speaker)
2023Activity: Talk or presentation types › Conference presentation
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European Aerosol Science Conference 2023
Sandström, H. (Speaker)
2023Activity: Talk or presentation types › Conference presentation
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European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases
Sandström, H. (Member)
2023Activity: Participating in or organising an event types › Participant of a conference, workshop, session, tutorial or event
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Electronic Structure Theory and Machine Learning in Materials Science and Computational Chemistry
Sandström, H. (Member)
2023Activity: Participating in or organising an event types › Chair of a conference, workshop, panel, session, tutorial or event