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Collaborations and top research areas from the last five years
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Data-driven predictive maintenance for two-stroke marine diesel engines using machine learning and MLOps
Kirketerp-Møller, T., Hyldgaard, M. W., Cai, J., Dodis, A.-I. & Malý Rytter, N. G., Feb 2026, In: Journal of Ocean Engineering and Science. 11, 1, p. 278-296 19 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile7 Downloads (Pure) -
Dual path transformer with element-wise attention and group cross-aggregation network for medical image segmentation
Cai, J., Li, H., Zaidi, H., Zhou, H. & Huang, Y., Mar 2025, In: Computers and Electrical Engineering. 122, 20 p., 109928.Research output: Contribution to journal › Journal article › Research › peer-review
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Reply to the “Discussion on “Data-driven Methods to Predict the Burst Strength of Corroded Line Pipelines Subjected to Internal Pressure” by Jie Cai et al. https://doi.org/10.1007/s11804-022-00263-0”
Cai, J., Feb 2025, In: Journal of Marine Science and Application. 24, 1, p. 252–253Research output: Contribution to journal › Comment/debate › Research › peer-review
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Method for Identification of Aberrations in Operational Data of Maritime Vessels and Sources Investigation
Cai, J., Lützen, M., John, A. C., Petersen , J. B. & Rytter, N., 27. Mar 2024, In: Sensors (Switzerland). 24, 7, 16 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile57 Downloads (Pure) -
Analytical and numerical study of the lateral buckling of an imperfect pipe accounting for torsional effects
Cai, J., Le Grognec, P. & Nême, A., 1. Mar 2023, In: Ocean Engineering. 271, 15 p., 113686.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile58 Downloads (Pure)
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Journal of Offshore Mechanics and Arctic Engineering (Journal)
Cai, J. (Peer reviewer)
Jan 2022 → …Activity: Editorial work and peer review › Peer review of manuscripts › Research
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2022 International Conference on Naval Architecture and Ocean & Marine Engineering (NAOME 2022) (Event)
Cai, J. (Peer reviewer)
2022 → …Activity: Editorial work and peer review › Peer review of manuscripts › Research
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Energies (Journal)
Cai, J. (Peer reviewer)
2022 → …Activity: Editorial work and peer review › Peer review of manuscripts › Research
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Journal of Marine Engineering & Technology (Journal)
Cai, J. (Peer reviewer)
2022 → …Activity: Editorial work and peer review › Peer review of manuscripts › Research
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Journal of Marine Science and Application (Journal)
Cai, J. (Peer reviewer)
2022 → …Activity: Editorial work and peer review › Peer review of manuscripts › Research
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ShippingLab II - Digital twins for engine condition monitoring and wear prediction (WP3)
Dodis, A.-I. (Project participant), Cai, J. (Project participant) & Malý Rytter, N. G. (Coordinator)
01/05/2024 → 30/04/2027
Project: Research
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GREMEOH- Power-to-X
Malý Rytter, N. G. (PI), Kristianto, Y. (Project participant), Khosravi, A. (Project participant), Taslimi, M. S. (Project participant), Goncalves, R. (PhD student), Cai, J. (Project participant), Erp, T. V. (Project participant) & Larsen, M. B. (Project participant)
01/01/2023 → 30/06/2025
Project: Research
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Shipping Lab: WP1.2 Digital vessel operations
Cai, J. (Project participant), Lützen, M. (Project participant), Malý Rytter, N. G. (Project participant) & Chen, G. (Project participant)
01/10/2020 → 30/06/2022
Project: Regional Foundations
Teaching & Supervision
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Programming for engineers, Lecturer, Master level, English, 12 weeks-48 teaching hours, Lecturing and group study, written exam, 60 students
Cai, J. 08/02/2024 → 30/06/2027
Course: Teaching and supervision › Teaching
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Fremtidens Produktion-2, Lecturer, Bachelor level, English/Danish, 12 weeks-48 teaching hours, Lecturing, discussing and group study, oral exam, 28 students
Cai, J. & Pedersen, J. 01/02/2023 → 30/06/2026
Course: Teaching and supervision › Teaching
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Industry IoT in operations, Lecturer, Master level, English, 12 weeks-48 teaching hours, Lecturing, discussing and hands on, oral exam, 40 students
Cai, J. 08/02/2024 → 30/06/2026
Course: Teaching and supervision › Teaching
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Data science and machine learning, Lecturer, Master level, English, 12 weeks-48 teaching hours, Lecturing and group study, oral exam, 60 students
Pahl, J., Cai, J. & Pereira, M. M. 01/09/2022 → 31/03/2026
Course: Teaching and supervision › Teaching
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Introduction to deep learning and its current application (Technology-3), 2022, Guest lecturer, Master level, English, Spring 2022, 4 teaching hours, Lecturing and group study, oral exam, 7 students
Cai, J. 12/04/2022 → 30/04/2025
Course: Teaching and supervision › Teaching