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 Thomas Martini Jørgensen 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
Publications
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Cost-Effective Active Learning for Cable Network Impairment Data
Healy, M., Cassandro, R., Li, Z. S., Baum, A. & Jorgensen, T. M., 2025, Proceedings of the 2025 IEEE International Conference on Prognostics and Health Management (ICPHM). IEEE, 7 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Enhancing Fault Detection in Optical Networks with Conditional Denoising Diffusion Probabilistic Models
Healy, M. & Jørgensen, T. M., 2025, Proceedings of the 6th Northern Lights Deep Learning Conference (NLDL). Proceedings of Machine Learning Research, Vol. 265. p. 100-109 (Proceedings of Machine Learning Research).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile77 Downloads (Orbit) -
Topology reconstruction in telecommunication networks: Embedding operations research within deep learning
Rasmussen, T. E., Sørensen, S., Pisinger, D., Jørgensen, T. M. & Baum, A., 2025, In: Computers and Operations Research. 176, 19 p., 106960.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile33 Downloads (Orbit) -
Image-based characterization of flocculation processes through PLS inspired representation learning in convolutional neural networks
Baum, A., Moiseyenko, R., Glanville, S. & Martini Jørgensen, T., 2024, In: Journal of Chemometrics. 38, 6, 26 p., e3534.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile37 Downloads (Orbit) -
Geomechanical Modelling the Evolution of a Connected Natural Fracture Network to Explain Fluid Flow Variations Across a Fractured Chalk-Marl Reservoir
Glad, A. C., Welch, M. J., Oldfield, S. J., Nick, H. M., Jørgensen, T. M. & Clausen, O. R., 2023, Geomechanical Controls on Fracture Development in Chalk and Marl in the Danish North Sea: Understanding and Predicting Fracture Systems. Springer, p. 215-243 (Petroleum Engineering).Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review
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Text analysis - Comdia
Galiano, M. M. (PI), Jørgensen, T. M. (PI) & Thyregod, C. (PI)
01/09/2020 → …
Project: Consultancy
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Anomaly Detection and Root Cause Analysis in Cable Broadband Networks
Healy, M. (PhD Student), Jørgensen, T. M. (Main Supervisor), Baum, A. (Supervisor), Ersbøll, B. K. (Supervisor), Darkner, S. (Examiner) & Lenzi, A. (Examiner)
15/03/2022 → 08/09/2025
Project: PhD
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Artificial Intelligence and Machine Learning in Field Service
Rasmussen, T. E. (PhD Student), Baum, A. (Main Supervisor), Ersbøll, B. K. (Supervisor), Jørgensen, T. M. (Supervisor), Darkner, S. (Examiner) & Lenzi, A. (Examiner)
01/09/2021 → 11/02/2025
Project: PhD
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Big data at DHRTC
Jørgensen, T. M. (Project Participant) & Schmidt, K. G. (Project Participant)
15/09/2017 → 31/12/2017
Project: Research
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4D Seismics for Fracture Characterization
Dramsch, J. S. (PhD Student), Lüthje, M. (Main Supervisor), Christensen, A. N. (Supervisor), Macbeth, C. (Supervisor), Jørgensen, T. M. (Examiner), Mosegaard, K. (Examiner) & Naeini, E. Z. (Examiner)
Technical University of Denmark
15/10/2016 → 10/02/2021
Project: PhD
Activities
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Investigation and comparison of attribution models for marketing campaigns in Danske Bank
Jørgensen, T. M. (Main supervisor) & Ladenburg, J. (Supervisor)
Feb 2024Activity: Examinations and supervision › Examination
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Machine Learning and Big Data
Jørgensen, T. M. (Guest lecturer)
11 Nov 2021Activity: Talks and presentations › Talks and presentations in private or public companies and organisations
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From Digitisation to Digitalisation – From Data to Decisions
Jørgensen, T. M. (Guest lecturer)
16 Nov 2021Activity: Talks and presentations › Conference presentations
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Censor på "Computational Data Analysis" 02582
Jørgensen, T. M. (External examiner)
19 May 2021Activity: Examinations and supervision › Examination
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Digital Mindset and Digital Transformation
Jørgensen, T. M. (Guest lecturer)
14 Sept 2021Activity: Talks and presentations › Talks and presentations in private or public companies and organisations
Press/Media
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Weekendavisen, 4. sektion: Laser: livsstråler
31/03/2010
1 Media contribution
Press/Media: Press / Media