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):
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Dive into the research topics where Joakim Löfgren 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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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, p. 1-8 8 p., 113908.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile2 Citations (Scopus)49 Downloads (Pure) -
Enhancing Lignin-Carbohydrate Complexes Production and Properties With Machine Learning
Diment, D., Löfgren, J., Alopaeus, M., Stosiek, M., Cho, M., Xu, C., Hummel, M., Rigo, D., Rinke, P. & Balakshin, M., 14 Apr 2025, In: ChemSusChem. 18, 8, 12 p., e202401711.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile4 Citations (Scopus)28 Downloads (Pure) -
Machine learning-assisted development of polypyrrole-grafted yarns for e-textiles
Iannacchero, M., Löfgren, J., Mohan, M., Rinke, P. & Vapaavuori, J., Jan 2025, In: Materials and Design. 249, 113528.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile3 Citations (Scopus)40 Downloads (Pure) -
SP-LCC — a dataset on the structure and properties of lignin-carbohydrate complexes from hardwood
Alopaeus, M., Stosiek, M., Diment, D., Löfgren, J., Cho, M. J., Hemming, J., Tirri, T., Pranovich, A., Eklund, P. C., Rigo, D., Balakshin, M., Xu, C. & Rinke, P., 13 Jun 2025, In: Scientific Data. 12, 1, p. 1-12 12 p., 996.Research output: Contribution to journal › Data Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)9 Downloads (Pure) -
Machine Learning Optimization of Lignin Properties in Green Biorefineries
Löfgren, J., Tarasov, D., Koitto, T., Rinke, P., Balakshin, M. & Todorović, M., 25 Jul 2022, In: ACS Sustainable Chemistry & Engineering. 10, 29, p. 9469-9479 11 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile41 Citations (Scopus)149 Downloads (Pure)
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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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Lignin biorefinery experimental optimization using BOSS
Löfgren, J. (Creator), Tarasov, D. (Creator), Koitto, T. (Creator), Rinke, P. (Creator), Balakshin, M. (Creator) & Todorovic, M. (Creator), Zenodo, 2022
DOI: 10.5281/zenodo.6581801, https://doi.org/10.5281/zenodo.6581802
Dataset