Research output per year
Research output per year
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5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence
Galletti, G., Paischer, F., Setinek, P., Hornsby, W., Zanisi, L., Carey, N., Pamela, S. & Brandstetter, J., 11 Feb 2025, 13 p.Research output: Working paper and reports › Preprint
Open Access -
Ab-upt: Scaling Neural CFD Surrogates for High-Fidelity Automotive Aerodynamics Simulations via Anchored-Branched Universal Physics Transformers: Deep Learning on High-Fidelity Automotive Aerodynamics Simulations
Alkin, B., Bleeker, M., Kurle, R., Kronlachner, T., Sonnleitner, R., Dorfer, M. & Brandstetter, J., 13 Feb 2025, 43 p. (arXiv.org; no. 2502.09692).Research output: Working paper and reports › Preprint
Open Access -
A foundation model for the Earth system
Bodnar, C., Bruinsma, W. P., Lucic, A., Stanley, M., Allen, A., Brandstetter, J., Garvan, P., Riechert, M., Weyn, J. A., Dong, H., Gupta, J. K., Thambiratnam, K., Archibald, A. T., Wu, C.-C., Heider, E., Welling, M., Turner, R. E. & Perdikaris, P., 21 May 2025, In: Nature. 641, 8065, p. 1180-1187 8 p., 190.Research output: Contribution to journal › Article › peer-review
Open Access -
Data efficiency and long-term prediction capabilities for neural operator surrogate models of edge plasma simulations
Carey, N., Zanisi, L., Pamela, S., Gopakumar, V., Omotani, J., Buchanan, J., Brandstetter, J., Paischer, F., Galletti, G. & Setinek, P., 24 Feb 2025, 48 p.Research output: Working paper and reports › Preprint
Open Access -
Einstein Fields: A Neural Perspective To Computational General Relativity
Cranganore, S. S., Bodnar, A., Berzins, A. & Brandstetter, J., 15 Jul 2025, 63 p. (arXiv.org; no. 2507.11589).Research output: Working paper and reports › Preprint
Open Access
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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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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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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