Zhong, Y., Wang, X., Wang, T., Zhang, Z., Hu, H., Wan, K., Wang, L., & Shi, L. (2026). Comparative study on the accuracy and robustness of piezoelectric valve flow prediction models based on deep learning. EAI Endorsed Transactions on Energy Web, 13. https://doi.org/10.4108/ew.14119