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 3 Good Health and Well-being -
SDG 7 Affordable and Clean Energy -
SDG 13 Climate Action
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Dive into the research topics where Patrick Rinke 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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An interpretable molecular descriptor for machine learning predictions in atmospheric science
Lind, L., Sandström, H. & Rinke, P., 28 Feb 2026, In: Journal of Chemical Physics. 164, 8, 084115.Research output: Contribution to journal › Article › peer-review
Open Access -
Predicting temperature-dependent optoelectronic properties of semiconductor defects with equivariant neural networks
Zhu, X., Rinke, P. & Egger, D. A., Dec 2026, In: npj Computational Materials. 12, 1, 176.Research output: Contribution to journal › Article › peer-review
Open Access -
TheMeCat: Dataset of Thermocatalytic Conversion of CO2 to Methanol
Toldy, Á. I., Pisal, P., Krejčí, O., Rinke, P. & Santasalo-Aarnio, A., Dec 2026, In: Scientific Data. 13, 1, 165.Research output: Contribution to journal › Article › peer-review
Open Access -
Active learning of molecular data for task-specific objectives
Ghosh, K., Todorović, M., Vehtari, A. & Rinke, P., 7 Jan 2025, In: Journal of Chemical Physics. 162, 1, 014103.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Data-efficient optimization of thermally-activated polymer actuators through machine learning
Zhang, Y., Vaara, M., Alesafar, A., Nguyen, D. B., Silva, P., Koskelo, L., Ristolainen, J., Stosiek, M., Löfgren, J., Vapaavuori, J. & Rinke, P., May 2025, In: Materials and Design. 253, 113908.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations