Organisation profile
Fields of science
- 101031 Approximation theory
- 102 Computer Sciences
- 305901 Computer-aided diagnosis and therapy
- 102033 Data mining
- 101029 Mathematical statistics
- 102032 Computational intelligence
- 101028 Mathematical modelling
- 102013 Human-computer interaction
- 305905 Medical informatics
- 101027 Dynamical systems
- 101004 Biomathematics
- 101026 Time series analysis
- 101024 Probability theory
- 202017 Embedded systems
- 102019 Machine learning
- 202037 Signal processing
- 305907 Medical statistics
- 102018 Artificial neural networks
- 103029 Statistical physics
- 202036 Sensor systems
- 202035 Robotics
- 106005 Bioinformatics
- 106007 Biostatistics
- 101019 Stochastics
- 101018 Statistics
- 101017 Game theory
- 101016 Optimisation
- 102001 Artificial intelligence
- 101015 Operations research
- 102004 Bioinformatics
- 101014 Numerical mathematics
- 102003 Image processing
JKU Focus areas
- Digital Transformation
Profiles
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AI based TMS (Traffic Management System) - Prototyping
Hochreiter, S. (Researcher)
01.01.2026 → 31.12.2028
Project: Contract research › Industry project
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MIRACLE: Mitral Insufficiency: AI based Regurgitation Assessment and Clinical Evaluation
Ferscha, A. (PI), Zierer, A. F. (PI), Schobesberger, M. (Co-PI), Damian, I. (Co-PI), Kobler, E. (Co-PI) & Steinwender, C. (Co-PI)
01.01.2026 → 31.12.2028
Project: Funded research › Other sponsors
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Automated Rule Extraction and Interpretation from Symbolic Regression Trees
Fürnkranz, J. (PI), Beck, F. (Researcher), Pammer, T. (Researcher) & Huynh, V. Q. (Researcher)
01.10.2025 → 30.09.2026
Project: Funded research › FFG - Austrian Research Promotion Agency
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Ap-ood: Attention Pooling for Out-of-Distribution Detection
Hofmann, C., Huber, C., Lehner, B., Klotz, D., Hochreiter, S. & Zellinger, W., 05 Feb 2026, (arXiv.org; no. 2602.06031).Research output: Working paper and reports › Preprint
Open Access -
Contrastive Geometric Learning Unlocks Unified Structure- and Ligand-Based Drug Design
Schneckenreiter, L., Luukkonen, S. I. M., Friedrich, L., Kuhn, D. & Klambauer, G., 14 Jan 2026, 22 p. (arXiv.org; no. 2601.09693).Research output: Working paper and reports › Preprint
Open Access -
Contrastive Learning Approaches for Drug Discovery
Sanchez Fernandez, A. & Klambauer, G., 10 Jan 2026, Applied Artificial Intelligence for Drug Discovery: From Data-Driven Insights to Therapeutic Innovation. Lavecchia, A. (ed.). 1 ed. Springer Nature Switzerland AG, p. 469-496 28 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
Activities
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Artificial Intelligence and Music: On the Role of AI in Studying a Human Art Form
Widmer, G. (Speaker)
19 Dec 2025Activity: Talk or presentation › Invited talk › science-to-science
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Sustainable, Low-Energy, and Fast AI Made in Europe
Hochreiter, S. (Speaker)
04 Dec 2025Activity: Talk or presentation › Invited talk › science-to-science
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KI & Musik - Forschung Jenseits Generativer Modelle
Widmer, G. (Speaker)
03 Dec 2025Activity: Talk or presentation › Invited talk › science-to-public
Prizes
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Best Paper Award, ML4Molecules Workshop 2024
Schmidinger, N. (Recipient), 06 Dec 2024
Prize: Prize, award or honor
Press/Media
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Unscheinbar, aber unverzichtbar: Die stille Macht der Rechenzentren.
Prechtl, E., Mitterlechner, V., Kobler, E. & Winter-Ebmer, R.
13.08.2025
1 item of Media coverage
Press/Media
Datasets
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PyQBF: A Python Framework for Solving Quantified Boolean Formulas
Peyrer, M. (Creator), Heisinger, M. (Creator) & Seidl, M. (Creator), Zenodo, 19 Aug 2024
Dataset