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Author

Guo-Tao Ma

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Open access Sep 2026

Variational autoencoder-least squares generative adversarial Network (VA-LSGAN): a latent-space parameterization framework linking three-dimensional aquifer heterogeneity characterization and perfluorooctanoic acid (PFOA) inverse modeling

Accurate characterization of three-dimensional aquifer heterogeneity is essential for contaminant transport modeling, yet direct inversion of grid-scale hydraulic conductivity fields is often ill-posed and computationally expensive. This study proposes a variational autoencoder-least squares generative adversarial netw...

Zi-Dong Pan, Zhi-Lin Guo, Dong-Wei Zhao et al. · 0 citations
Open access Aug 2026

Probabilistic Evaluation of Heterogeneous Landslide Influence Zones Accounting for Stratigraphic Dips With Borehole Data

Accurate prediction of landslide runout and hazard zones is crucial for effective disaster risk management. Current studies often overlook complex soil structures by using stationary isotropic or transversely anisotropic unconditional random fields (RFs) in landslide post‐failure modeling. Limited attention has been gi...

Jian-Ping Li, Shui-Hua Jiang, Jian-Hong Wan et al. · 0 citations

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