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Author

Fleur Hendriks

2 papers indexed here

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#artificial intelligence Preprint Oct 2026

Bi-FORK: Generative Modeling of High-Dimensional Bifurcating Systems

Bifurcations are ubiquitous in physical systems, from structural buckling to fluid and climate dynamics, yet they remain largely unexplored in deep learning. At a symmetry-breaking bifurcation, a single input admits multiple equally valid solutions, violating the one-to-one assumption underlying most learned physical s...

A. Zimmel, Fleur Hendriks, Markus Holzleitner et al. · 0 citations
#machine learning Preprint Sep 2026

Probabilistic and Geometry Aware Neural Surrogate of Scrape Off Layer Plasma Simulations

Fast surrogates for tokamak boundary-plasma simulation are typically deterministic regressors mapping a global operating point to a flattened vector of cell values. Near the divertor detachment transition the steady state is not reliably single-valued. A point estimate must average over qualitatively different plasma s...

Gabriele Gianuzzo, S. Dasbach, Fleur Hendriks et al. · 0 citations

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