Liu et al. (2026) Corrigendum to “PINN framework for urban flood depth prediction: integrating data-driven insights with physical constraints” [J. Hydrol. 665 (2026) 134693]

Identification

• Journal: Journal of Hydrology
• Year: 2026
• Date: 2026-09-01
• Authors: Wenli Liu, Qian Wu, Zihan Liu, Xu Zheng, Tianxiang Liu, Han Gao
• DOI: 10.1016/j.jhydrol.2026.136316

Research Groups

• School of Civil and Hydraulic Engineering, Huazhong University of Science and Technology (HUST)
• National Center of Technology Innovation for Digital Construction
• International Joint Research Laboratory of Smart Construction
• School of Civil and Environmental Engineering, University of New South Wales

Short Summary

This corrigendum corrects a typographical error in the annotation of evaluation metrics within subplots of Figure 10 from the original article. The correction does not affect any data, results, analyses, or conclusions presented.

Objective

• Correct the typographical error in the annotation of evaluation metrics within subplots of Figure 10

Study Configuration

• Spatial Scale: Local (urban) scale
• Temporal Scale: Not applicable (corrigendum to a previously published article)

Methodology and Data

• Models used: PINN framework for urban flood depth prediction
• Data sources: Not specified (corrigendum does not involve new data collection)

Main Results

• The correction of the typographical error in Figure 10 has been made, with no impact on the original results or conclusions.

Contributions

• This corrigendum ensures the accuracy and integrity of the original article's presentation of evaluation metrics.

Funding

• Not applicable (corrigendum to a previously published article)

Citation

@article{Liu2026Corrigendum,
  author = {Liu, Wenli and Wu, Qian and Liu, Zihan and Zheng, Xu and Liu, Tianxiang and Gao, Han},
  title = {Corrigendum to “PINN framework for urban flood depth prediction: integrating data-driven insights with physical constraints” [J. Hydrol. 665 (2026) 134693]},
  journal = {Journal of Hydrology},
  year = {2026},
  doi = {10.1016/j.jhydrol.2026.136316},
  url = {https://doi.org/10.1016/j.jhydrol.2026.136316}
}