Personal profile
Education/Academic qualification
Engineering, Doctor of Philosophy, Columbia University
Award Date: 1 Sept 2022
External positions
University of Southampton
2022 → 2025
Metropolitan Museum of Art, New York
2018 → 2022
National Technical University of Athens
2018
Penn Museum
2018 → 2022
The Frick Collection
2018 → 2022
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 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities -
SDG 13 Climate Action
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Collaborations and top research areas from the last five years
Projects
- 3 Not started
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Low-carbon energy storage structural health monitoring and digital twinning by sustainable artificial intelligence
Impraimakis, M. (PI)
28/09/26 → …
Project: Research-related funding
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Low power digital twin development for hydrogen storage tanks based on remote sensing-only measurements leveraging artificial intelligence and remaining useful life estimation
Impraimakis, M. (PI)
28/09/26 → …
Project: Research-related funding
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An Information-Theoretic Method for Dynamic System Identification With Output-Only Damping Estimation
Impraimakis, M., Zhou, F. & Plummer, A., 30 Sept 2026, In: Journal of Dynamic Systems, Measurement and Control: Transactions of the ASME. 148, 5, 18 p., 051009.Research output: Contribution to journal › Article › peer-review
Open AccessFile7 Downloads (Pure) -
Transformer self-attention encoder–decoder with multimodal deep learning for response time series forecasting and digital twin support in wind structural health monitoring
Zhou, F. & Impraimakis, M., 31 May 2026, In: Computers and Structures. 326, 21 p., 108216.Research output: Contribution to journal › Article › peer-review
Open AccessFile15 Downloads (Pure) -
A generative adversarial network optimization method for damage detection and digital twinning by deep AI fault learning: Z24 Bridge structural health monitoring benchmark validation
Impraimakis, M. & Palkanoglou, E. N., 30 Nov 2025, In: Structural and Multidisciplinary Optimization. 68, 11, p. 1-21 21 p., 221.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Link opens in a new tab Citations (SciVal)45 Downloads (Pure) -
Automated Classification of Vocalisations from Wild and Captive Seal Populations
Butler, W., Smith, H., Lloyd, W., Impraimakis, M., Barnes, A. & Hunter, A. J., 20 Jun 2025.Research output: Contribution to conference › Paper
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Deep recurrent-convolutional neural network learning and physics Kalman filtering comparison in dynamic load identification
Impraimakis, M., 31 May 2025, In: Structural Health Monitoring. 24, 3, p. 1752-1782 31 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile16 Link opens in a new tab Citations (SciVal)52 Downloads (Pure)
Prizes
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Scholarship, Greek Ministry of Education, Z. Soutsou scholarship for excellence on the NTUA graduate studies, 2018.
Impraimakis, M. (Recipient), 2018
Prize: Fellowship awarded competitively
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Award, Thomaides Foundation, excellence on the NTUA undergraduate studies, 2015
Impraimakis, M. (Recipient), 2015
Prize: Fellowship awarded competitively
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University of Southampton Nominee for Royal Academy of Engineering Grant Application
Impraimakis, M. (Recipient), 2024
Prize: Prize (including medals and awards)
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ˆ Fellowship, NSF Fellowship for attending the Data science conference MMLDT-CSET, San Diego, 2021.
Impraimakis, M. (Recipient), 2021
Prize: Fellowship awarded competitively
Activities
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Sixth Stainless Steel in Structures Experts Seminar – Imperial College London 2023
Impraimakis, M. (Speaker)
28 Sept 2023 → 30 Sept 2023Activity: Academic conferences and events (excluding conference publications) › Conference presentation / attendance
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Mechanical Systems and Signal Processing (Journal)
Impraimakis, M. (Peer reviewer)
2023Activity: Publication peer-review and editorial roles › Publication peer review
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XIV International Conference on Recent Advances in StructuralDynamics (RASD)
Impraimakis, M. (Speaker)
1 Jul 2024 → 4 Jul 2024Activity: Academic conferences and events (excluding conference publications) › Conference presentation / attendance
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Invited Talk (On-campus), Brunel University London, London, UK, July, 2023
Impraimakis, M. (Speaker)
Jul 2023Activity: Academic conferences and events (excluding conference publications) › Conference presentation / attendance
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Presentation at 8th World Conference on Structural Control and Monitoring, Orlando, Florida
Impraimakis, M. (Speaker)
16 May 2022 → 18 May 2022Activity: Academic conferences and events (excluding conference publications) › Conference presentation / attendance