@article{acceleratingtransientcfdthroughmachine, title = {Accelerating Transient CFD through Machine Learning-Based Flow Initialization}, author = {Peter Sharpe and Rishikesh Ranade and Kaustubh Tangsali and Mohammad Amin Nabian and Ram Cherukuri and Sanjay Choudhry}, year = {2025}, eprint = {2503.15766}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.15766v3}, }