@Article{egusphere-2026-2509,
AUTHOR = {Wang, J. and Zhang, K. and Illman, W. and Chen, S. and Liu, M.},
TITLE = {A Physically Integrated GNN Surrogate for Microbially-Mediated Kinetic Reactive Transport: PHYGNET},
JOURNAL = {EGUsphere},
VOLUME = {2026},
YEAR = {2026},
PAGES = {1--34},
URL = {https://egusphere.copernicus.org/preprints/2026/egusphere-2026-2509/},
DOI = {10.5194/egusphere-2026-2509}
}