Fabian Zills

A foundation model for atomistic materials chemistry

Ilyes Batatia, Philipp Benner, Yuan Chiang et al. · The Journal of Chemical Physics · 2025 · 61 citations · Full text

Thermally Averaged Magnetic Anisotropy Tensors via Machine Learning Based on Gaussian Moments

Viktor Zaverkin, Julia Netz, Fabian Zills et al. · Journal of Chemical Theory and Computation · 2021 · 25 citations · Full text

Collaboration on Machine-Learned Potentials with IPSuite: A Modular Framework for Learning-on-the-Fly

Fabian Zills, Moritz R. Schäfer, Nico Segreto et al. · The Journal of Physical Chemistry B · 2024 · 12 citations