@article{izgin2026using, title={Using Machine Learning to Design Time Step Size Controllers for Stable Time Integrators}, author={Izgin-Melnikov, Thomas and Ranocha, Hendrik}, journal={Journal of Scientific Computing}, volume={109}, number={3}, year={2026}, month={10}, pages={78}, publisher={Springer}, doi={10.1007/s10915-026-03496-1}, eprint={2312.01796}, eprinttype={arxiv}, eprintclass={math.NA} }