@article{improvingcrashfrequencypredictionfromsim,
  title = {Improving Crash Frequency Prediction from Simulated Traffic Conflicts Using Machine Learning Based Microsimulation},
  author = {Xian Liu and Carlo G. Prato and Gustav Markkula},
  year = {2026},
  eprint = {2606.12500},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.12500},
}