Publications

2026

Flowers: A Warp Drive for Neural PDE Solvers

T. Muser, A. Spitzer, M. Lassas, M. V. de Hoop, and I. Dokmanić

Spotlight, International Conference on Machine Learning (2026)

2026

UniversalEPI: robust prediction of cell type-specific and differential chromatin interactions from DNA sequence and chromatin accessibility

A. Grover, L. Zhang, T. Muser, S. Häfliger, M. Wang, J. Yates, M. Indilewitsch, E. M. Van Allen, F. J. Theis, I. L. Ibarra, E. Krymova, and V. Boeva

Nucleic Acids Research 54(10) (2026)

2026

Early feature extraction drives model performance in high-resolution chromatin accessibility prediction

A. Grover, T. Muser, L. Kasak, L. Zhang, E. Krymova, and V. Boeva

Genome Research, gr.281042.125 (2026)

2025

Fatigue damage reduction in hydropower startups with machine learning

T. Muser, E. Krymova, A. Morabito, M. Seydoux, and E. Vagnoni

Nature Communications, 16, 2961 (2025)

2024

Provable advantages of kernel-based quantum learners and quantum preprocessing based on Grover's algorithm

T. Muser, E. Zapusek, V. Belis, and F. Reiter

Physical Review A, 110, 032434 (2024)

2024

On the modelling of the fatigue-induced damage in Francis turbines start-up sequences

E. Vagnoni, T. Muser, M. Seydoux, A. Morabito, and E. Krymova

IOP Conference Series: Earth and Environmental Science, 1411, 012043 (2024)