Personal profile
Education/Academic qualification
Doctoral degree, Medical and Health Sciences, Peking University Health Science Center (北京大学医学部)
Award Date: 1 Jul 2010
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 7 Affordable and Clean Energy -
SDG 13 Climate Action
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Collaborations and top research areas from the last five years
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Explainable empirical risk minimization
Zhang, L., Karakasidis, G., Odnoblyudova, A., Dogruel, L., Tian, Y. & Jung, A., Mar 2024, In: Neural Computing and Applications. 36, 8, p. 3983-3996Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile2 Citations (Scopus)81 Downloads (Pure) -
A perspective on the enabling technologies of explainable AI-based industrial packetized energy management
Gutierrez-Rojas, D., Narayanan, A., Santos Nunes Almeida, C. R., Almeida, G. M., Pfau, D., Tian, Y., Yang, X., Jung, A. & Nardelli, P. H. J., 15 Dec 2023, In: iScience. 26, 12, 108415.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile7 Citations (Scopus)64 Downloads (Pure) -
Clustered Federated Learning via Generalized Total Variation Minimization
SarcheshmehPour, Y., Tian, Y., Zhang, L. & Jung, A., 2023, In: IEEE Transactions on Signal Processing. 71, p. 4240-4256 17 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access8 Citations (Scopus) -
Wind to start the dishwasher? High-Resolution Wind Atlas for Finland
Tian, Y., Yang, X., Schicker, I. & Jung, A., 6 Jul 2023.Research output: Contribution to conference › Abstract › Scientific
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Wind to start the washing machine? High-Resolution Wind Atlas for Finland
Yang, X., Tian, Y., Schicker, I. & Jung, A., 1 Mar 2023, (Accepted/In press) In: arXiv.org.Research output: Contribution to journal › Article › Scientific
File27 Downloads (Pure)
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X-SDEN/Jung: XAI-based software-defined energy networks via packetized management for fossil fuel-free next-generation of industrial cyberphysical systems (X-SDEN)
Jung, A. (Principal investigator), Kuznetsova, O. (Project Member), Sarcheshmehpour, Y. (Project Member), Pfau, D. (Project Member), Abdurakhmanova, S. (Project Member), Asadi, M. (Project Member), Yang, X. (Project Member) & Tian, Y. (Project Member)
01/09/2022 → 31/08/2026
Project: RCF Academy Project
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TALTECH INDUSTRIAL/Jung: Industrial Strategy and Competitiveness Studies at TALTECH
Turkama, P. (Principal investigator), Tian, Y. (Project Member), Karimi, N. (Project Member), Ikävalko, H. (Project Member), Lakaniemi, I. (Project Member) & Paavola, L. (Co-PI)
01/10/2020 → 30/06/2024
Project: EU H2020 Framework program
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Intelligent Techniques in Condition Monitoring of Electromechanical Energy Conversion Systems
Jung, A. (Principal investigator), Karimi, N. (Project Member), Tian, Y. (Project Member) & Pfau, D. (Project Member)
01/09/2020 → 31/08/2024
Project: RCF Academy Project