Research output per year
Research output per year
Personal profile
Research
Machine learning (ML) and artificial inteligence (AI) models and applications. Modeling systems of microscopic and macroscopic interactants at different temporal and spatial scales. Examples include traffic flow models, micromagnetics, climate systems and many more. Forecasting and predictions with Tranformers and attention methods. Description of noise and Anamoly Detection methods are used to analyze signals but also in generating and learning data with methods such as Stable Difussion and Dinoising Diffusion Probabilistic Models (DDPM). Classical work has also been performed into analysis and generation of synthetic data for systems via machine learning methods such as generative GANs and VAEs or Natural Language Processing (NLP) and Large Language Model (LLM) based methods. Graph Neural Networks are also explored within applications ranging from traffic networks to agriculture and harvest forecasting.
Currently hold two patents with Eriksson on 5G and 6G mobility devices based on handling beam managment measurements and one patent with Ximantis on traffic network forecasting.
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):
Subject classification (UKÄ)
- Other Computer and Information Science
- Computer graphics and computer vision
Free keywords
- Machine Learning
- Artificial intelligence
- Pattern Recognition
- Signal Processing
- Anomaly Detection
- Computer Vision
- supervised machine learning
- unsupervised machine learning
- Neural networks
- Large Language Models LLMs
- Natural Language Processing (NLP)
Fingerprint
Dive into the research topics where Alexandros Sopasakis is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
Summary of the trigger systems of the Large Hadron Collider experiments ALICE, ATLAS, CMS and LHCb
Albrecht, J., Bozianu, L., Calefice, L., Cella, S., Cocha Toapaxi, C. E., Doglioni, C., Gligorov, V. V., Gooding, J. A., Iversen, K. E., Inkaew, P., Magdalinski, D., Sopasakis, A. & Wilson-Edwards, D. J., 2025 Mar 31, In: Journal of Physics G: Nuclear and Particle Physics. 52, 3, 030501.Research output: Contribution to journal › Review article › peer-review
Open Access -
Enhancing sparse identification of nonlinear dynamics with Earth-Mover distance and group similarity
Liu, D. & Sopasakis, A., 2025 Mar 1, In: Chaos (Woodbury, N.Y.). 35, 3, 033139.Research output: Contribution to journal › Article › peer-review
Open Access -
Early-Scheduled Handover Preparation in 5G NR Millimeter-Wave Systems
Pjanic, D., Sopasakis, A., Reial, A. & Tufvesson, F., 2024 Oct 30, In: IEEE Open Journal of the Communications Society. 5Research output: Contribution to journal › Article › peer-review
Open Access -
A combined neural ODE-Bayesian optimization approach to resolve dynamics and estimate parameters for a modified SIR model with immune memory
Liu, D. & Sopasakis, A., 2024 Oct 15, In: Heliyon. 10, 19, e38276.Research output: Contribution to journal › Article › peer-review
Open Access -
Bacterial community characterization by deep learning aided image analysis in soil chips
Zou, H., Sopasakis, A., Maillard, F., Karlsson, E., Duljas, J., Silwer, S., Ohlsson, P. & Hammer, E. C., 2024 Jul, In: Ecological Informatics. 81, 102562.Research output: Contribution to journal › Article › peer-review
Open Access
-
eSSENCE@LU 10:3 - Animating a climate future based on improved CO2 sequestration by monitoring wetlands and forests from satellites
Sopasakis, A. (PI), Åström, O. (Research student), Adielsson, K. M. (Researcher) & Wang, X.-R. (Researcher)
2024/01/01 → 2025/12/31
Project: Research
-
Urban Arena
Karvonen, A. (PI), Dahl, P.-J. (Researcher), Sveningsson, H. (Project communication officer), Sandström, I. (Researcher), Neij, L. (Researcher), Mukhtar-Landgren, D. (Researcher), Pries, J. (Researcher), Paulsson, A. (Researcher), Alkan Olsson, J. (Researcher), Oudin, A. (Researcher), Knutagård, M. (Researcher), Koglin, T. (Researcher), Sörensen, J. (Researcher), Mattisson, K. (Researcher), Thidell, Å. (Researcher), Ståhl, A. (Researcher), Sopasakis, A. (Researcher), Elgh, A. (Researcher), Lund Hansen, A. (Researcher), Wretstrand, A. (Researcher), Varhelyi, A. (Researcher), Norrman, A. (Researcher), Wierzbicka, A. (Researcher), Åkerman, A. (Researcher), Ekberg, A. (Researcher), Petersson, A. (Researcher), Wahlöö, A. (Researcher), Persson, A. (Researcher), Thomasson, A. (Researcher), Linden, A.-L. (Researcher), Landin, A. (Researcher), Knaggård, Å. (Researcher), Ness, B. (Researcher), Holmberg, B. (Researcher), Eriksen, B. (Researcher), Kiss, B. (Researcher), Nordquist, B. (Researcher), Badersten, B. (Researcher), Magnusson Staaf, B. (Researcher), Wickenberg, B. (Researcher), Dalhammar, C. (Researcher), Martinez, C. (Researcher), Sternudd, C. (Researcher), Fredriksson, C. (Researcher), Rydälv, C. (Researcher), Malmgren, C. (Researcher), Malmström, C. (Researcher), Larsson, C. (Researcher), Wamsler, C. (Researcher), Uvo, C. B. (Researcher), Mukhtar-Landgren, D. (Researcher), Andréen, D. (Researcher), Koca, D. (Researcher), Johansson, D. (Researcher), Brink, E. (Researcher), Malmqvist, E. (Researcher), Pedersen, E. (Researcher), Dalholm Hornyánszky, E. (Researcher), Högdahl, E. (Researcher), Kjellsson, E. (Researcher), Boyd, E. (Researcher), Clark, E. (Researcher), Serrano, E. (Researcher), Nilsson, F. (Researcher), Kopsch, F. (Researcher), Hallberg Skåtar, F. (Researcher), Paulsson, G. (Researcher), Sandin, G. (Researcher), Magnusson, H. (Researcher), Bagge, H. (Researcher), Hanson, H. (Researcher), Hanson, H. (Researcher), Busch, H. (Researcher), Hassel, H. (Researcher), Pålsson, H. (Researcher), Smith, H. (Researcher), Davidsson, H. (Researcher), Smith, H. (Researcher), Corvellec, H. (Researcher), Sandström, I. (Researcher), Pålsson Skarin, I. (Researcher), Arroyo, I. (Researcher), Khan, J. (Researcher), Ryan, J. (Researcher), Palm, J. (Researcher), Arfvidsson, J. (Researcher), Richter, J. (Researcher), Rahm, J. (Researcher), Martinsson, J. (Researcher), Sörensen, J. (Researcher), Alkan Olsson, J. (Researcher), Åstrand, J. (Researcher), Kanters, J. (Researcher), Lundquist, K.-J. (Researcher), Salomonsson, K. (Researcher), Steen, K. (Researcher), Hennig, V. K. R. (Researcher), Molina-Besch, K. (Researcher), Persson, K. M. (Researcher), Sernhed, K. (Researcher), Barup, K. (Researcher), Mccormick, K. (Researcher), Maini Gerhardsson, K. (Researcher), Mattisson, K. (Researcher), Foroughanfar, L. (Researcher), Bengtsson, L. (Researcher), Wadsö, L. (Researcher), Harrie, L. (Researcher), Jönsson, L.-E. (Researcher), Ståhl, L.-H. (Researcher), Liuke, L. (Researcher), Fünfschilling, L. (Researcher), Eskilsson, L. (Researcher), Winslott Hiselius, L. (Researcher), Neij, L. (Researcher), Röjnert, L. (Researcher), Lundmark, L. (Researcher), Eklund, L. (Researcher), Enochsson, L. (Researcher), Persson, M. (Researcher), Holst-Ekström, M. (Researcher), Johansson, M. (Researcher), Rasmussen, M. (Researcher), Wall, M. (Researcher), Esaiasson, M. (Researcher), Dubois, M.-C. (Researcher), Grillitsch, M. (Researcher), Dahlblom, M. (Researcher), Hultman, M. (Researcher), Kärrholm, M. (Researcher), Klintman, M. (Researcher), Molnar, M. (Researcher), Mottaghi, M. (Researcher), Baruti, M. M. (Researcher), Yahia, M. W. (Researcher), Bocken, N. (Researcher), Egan, N. (Researcher), Mont, O. (Researcher), Mattisson, O. (Researcher), Thufvesson, O. (Researcher), Kolte, O. (Researcher), Samuelsson, O. (Researcher), Blomqvist, O. (Researcher), Christensson, O. (Researcher), Larsson Ivanov, O. (Researcher), Strandberg, P. (Researcher), Prieto de La Fuente, P. (Researcher), Hjorth, P. (Researcher), Arnfalk, P. (Researcher), Bengtsen, P. (Researcher), Sjöström, P. (Researcher), Olsson, P. (Researcher), Persson, P. (Researcher), Wallentén, P. (Researcher), Saagi, R. (Researcher), Bernardo, R. (Researcher), Hildingsson, R. (Researcher), Larsson, R. (Researcher), Berndtsson, R. (Researcher), Alrabadi, S. (Researcher), Hyler, S. (Researcher), Kopljar, S. (Researcher), Sandin Lompar, S. (Researcher), Olander, S. (Researcher), Wandel, S. (Researcher), Curtis, S. (Researcher), Dahlgaard-Park, S. M. (Researcher), Lindhqvist, T. (Researcher), Laike, T. (Researcher), Germundsson, T. (Researcher), Hellström, T. (Researcher), Tägil, T. (Researcher), Jeppsson, U. (Researcher), Ramberg, U. (Researcher), Chudnikova, V. (Researcher), Shoaib, W. M. (Researcher), Voytenko Palgan, Y. (Researcher), Miranda, P. (Researcher), Chu, A. C. (Researcher), Brinck, I. (Researcher), Shabb, K. (Researcher), Wahlund, M. (Researcher), Reindl, K. (Researcher), Macgregor, F. (Researcher), Libertson, F. (Researcher), Johansen, K. (Researcher), Litsmark, A. (Researcher) & Lysholm, E. (Researcher)
2022/03/03 → …
Project: Network
-
Advancing renal imaging biomarkers
Schmidt-Christensen, A. (Researcher), Mokso, R. (Researcher), Gomez, M. F. (Researcher) & Sopasakis, A. (Researcher)
Dir Albert Påhlssons stiftelse för forskning och välgörenhet, The Bo & Kerstin Hjelt Diabetes Foundation
2020/07/01 → …
Project: Research
-
Lokal Hållbar Utveckling Studerad från Rymden
Hall, O. (PI), Sopasakis, A. (Researcher), Grillitsch, M. (Researcher) & Telitsin, C. (Researcher)
Project: Research
-
Activities
-
3D histology with synchrotron micro-tomography: Symposium and hackathon– IPDD theme
Sopasakis, A. (Invited speaker)
2023 Dec 7Activity: Participating in or organising an event › Organisation of public lecture/debate/seminar
-
Lund University eScience Hub: VR/AR event
Sopasakis, A. (Organiser)
2023 Nov 18Activity: Participating in or organising an event › Organisation of public lecture/debate/seminar
-
Threats Caused by AI and Overcoming Them: A Look at the Cases of DALL-E2 Harmful Content Generation and DeepFake Videos Detection
Wisbrant, J. (Organiser), Sopasakis, A. (Chair) & Bilge Kalvun, E. (Keynote/plenary speaker)
2023 Apr 14Activity: Participating in or organising an event › Organisation of public lecture/debate/seminar
-
AI Lund Lunch seminar: AI and Ethics: Disentangling a complicated relationship
Wisbrant, J. (Organiser), Diebel-Fischer, H. (Keynote/plenary speaker) & Sopasakis, A. (Chair)
2023 Mar 8Activity: Participating in or organising an event › Organisation of public lecture/debate/seminar
-
Knowledge for Sustainable Development – Lund University Research Conference
Wittbom, C. (Organiser), Meeuwisse, A. (Organiser), Linke, H. (Organiser), Persson, J. (Organiser), Arvidsson, S. (Organiser), Andersson Djurfeldt, A. (Member of programme committee), Hillbom, E. (Member of programme committee), Thorén, H. (Member of programme committee), Nilsson, L. J. (Member of programme committee), Ramasar, V. (Chair), Mickwitz, P. (Session chair), Jönsson, K. (Keynote/plenary speaker), Leventon, J. (Keynote/plenary speaker), Skea, J. (Keynote/plenary speaker), Arvidsson, S. (Session chair), Linke, H. (Session chair), Andersson Nystedt, T. (Session chair), Thorén, H. (Session chair), Hillbom, E. (Session chair), Nilsson, L. J. (Session chair), Qamar, A. H. (Session chair), Persson, J. (Session chair), Westergaard Clausen, L. P. (Presenter), Lundqvist, M. (Presenter), Ekvall, M. (Presenter), Cedervall, T. (Presenter), Wallergård, M. (Presenter), Hedin, M. (Presenter), Sopasakis, A. (Presenter), Sjöström, A. (Presenter), Woxell, K. (Presenter), Pryce, R. A. (Presenter), Michanek, J. (Presenter), Koch, M. (Speaker), Raphael, R. (Speaker), Nilsson, P. M. (Speaker) & Wullenkord, M. (Speaker)
2022 May 2Activity: Participating in or organising an event › Organisation of festival/exhibition/concert/performance