@article{physicsinformedcausalmdpsforsequentialco, title = {Physics-Informed Causal MDPs for Sequential Constraint Repair in Engineering Simulation Pipelines}, author = {Chuhan Qiao}, year = {2026}, eprint = {2604.17910}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.17910}, }