@article{learningtransientconvectiveheattransferw,
  title = {Learning Transient Convective Heat Transfer with Geometry Aware World Models},
  author = {Onur T. Doganay and Alexander Klawonn and Martin Eigel and Hanno Gottschalk},
  year = {2026},
  eprint = {2601.22086},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.22086},
}