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Antic: Adaptive Neural Temporal In-situ Compressor
Cranganore, S. S., Bodnar, A., Galleti, G., Paischer, F. & Brandstetter, J., 10 Apr 2026, arXiv, 31 p. (arXiv.org; no. 2604.09543).Research output: Working paper and reports › Preprint
Open Access -
Autoregressive deep learning for real-time simulation of soft tissue dynamics during virtual neurosurgery
Greifeneder, F., Fenz, W., Alkin, B., Brandstetter, J., Giretzlehner, M. & Moser, P., 20 Jan 2026, arXiv, 17 p.Research output: Working paper and reports › Preprint
Open Access -
From Circuits to Dynamics: Understanding and Stabilizing Failure in 3D Diffusion Transformers
Plattner, M., Paischer, F., Brandstetter, J. & Berzins, A., 11 Feb 2026, arXiv, 35 p. (arXiv.org; no. 2602.11130).Research output: Working paper and reports › Preprint
Open Access -
gyaradax: Local Gyrokinetics JAX Code
Galletti, G., Volkmann, E. & Brandstetter, J., 07 Apr 2026, arXiv, 20 p. (arXiv.org; no. 2604.06085).Research output: Working paper and reports › Preprint
Open Access -
Physics-Informed Neural Compression of High-Dimensional Plasma Data
Galletti, G., Gutenbrunner, G., Cranganore, S. S., Hornsby, W., Zanisi, L., Carey, N., Pamela, S., Brandstetter, J. & Paischer, F., 04 Feb 2026, arXiv, 29 p. (arXiv.org; no. 2602.04758).Research output: Working paper and reports › Preprint
Open Access
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AlKa-DL: Alpine karst spring discharge prediction
Brandstetter, J. (PI)
01.10.2024 → 30.09.2027
Project: Funded research › FWF - Austrian Science Fund
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Cluster of Excellence "Bilateral Artificial Intelligence"
Fürnkranz, J. (PI), Hochreiter, S. (PI), Klambauer, G. (PI), Schedl, M. (PI), Seidl, M. (PI), Widmer, G. (PI), Brandstetter, J. (PI), Kobler, E. (PI), Aichernig, B. (PI), Heisinger, M. (Researcher), Hoedt, P.-J. (Researcher), Pfeiffer, P. (Researcher), Plank, A. (Researcher), Radler, A. (Researcher), Rebola Pardo, A. (Researcher), Lin, W. (Researcher), Eckert, H. (Researcher), Cranganore, S. S. (Researcher), Hartl, A.-R. (Researcher), Plasser, M. (Researcher), Pammer, T. (Researcher), Tommasel, A. (Researcher), Nawaz, S. (Researcher), Masoudian, S. (Researcher) & Freinschlag, R. (Researcher)
01.10.2024 → 30.09.2029
Project: Funded research › FWF - Austrian Science Fund
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Fast, efficient and flexible CFD simulation through generative AI
Hochreiter, S. (Researcher) & Brandstetter, J. (Researcher)
01.04.2025 → 31.03.2026
Project: Funded research › FFG - Austrian Research Promotion Agency
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DEEP FLOOD - Assessing Hydrological Extremes via Deep Learning
Brandstetter, J. (PI)
01.01.2021 → 31.12.2022
Project: Funded research › Federal / regional / local authorities
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B1: Physics-informed deep learning models for the simulation of granular flow
Hochreiter, S. (Researcher) & Brandstetter, J. (PI)
01.02.2019 → 31.01.2022
Project: Funded research › FFG - Austrian Research Promotion Agency
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Closing the Gap Between Scientific Foundation Models and Real-World Applications
Brandstetter, J. (Speaker)
03 Mar 2025Activity: Talk or presentation › Invited talk › science-to-science
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Scientific Machine Learning for Science and Engineering
Brandstetter, J. (Speaker)
11 Feb 2025Activity: Talk or presentation › Invited talk › science-to-science
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Closing the Gap Between Scientific Foundation Models and Real World Applications
Brandstetter, J. (Keynote speaker)
15 Dec 2024Activity: Talk or presentation › Invited talk › science-to-science
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xLSTM: Extended Long Short-Term Memory
Beck, M. (Speaker), Pöppel, K. (Speaker), Spanring, M. (Speaker), Auer, A. (Speaker), Prudnikova, O. (Speaker), Kopp, M. (Speaker), Klambauer, G. (Speaker), Brandstetter, J. (Speaker) & Hochreiter, S. (Speaker)
26 Jul 2024Activity: Talk or presentation › Poster presentation › science-to-science
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Unique Research Opportunities in AI Algorithms, Health, Traffic, and Weather
Brandstetter, J. (Speaker), Hochreiter, S. (Speaker), Kopp, M. (Speaker), Kreil, D. (Speaker) & Mihai, A. (Speaker)
18 Jul 2021Activity: Talk or presentation › Contributed talk › science-to-science