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 -
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 -
GyroSwin: 5D Surrogates for Gyrokinetic Plasma Turbulence Simulations
Paischer, F., Galletti, G., Hornsby, W., Setinek, P., Zanisi, L., Carey, N., Pamela, S. & Brandstetter, J., 08 Oct 2025, 24 p. (arXiv.org; no. 2510.07314).Research output: Working paper and reports › Preprint
Open Access -
Neural operator surrogate models of plasma edge simulations: feasibility and data efficiency
Carey, N., Zanisi, L., Pamela, S., Gopakumar, V., Omotani, J., Buchanan, J., Brandstetter, J., Paischer, F., Galletti, G. & Setinek, P., 05 Sept 2025, In: Nuclear Fusion. 65, 10, 35 p., 106010.Research output: Contribution to journal › Article › peer-review
Open Access -
SIMSHIFT: A Benchmark for Adapting Neural Surrogates to Distribution Shifts
Setinek, P., Galletti, G., Gross, T., Schnürer, D., Brandstetter, J. & Zellinger, W., 13 Jun 2025, 40 p. (arXiv.org).Research output: Working paper and reports › Preprint
Open Access