Author

Jinding Zhang

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Open access Aug 2026

Geological Inverse Problem‐Solving Method Based on Diffusion Models

Traditional geological parameter inversion methods often require repeated forward simulations for history matching, leading to high computational cost and limited inversion efficiency. Their performance may also be restricted when geological fields exhibit strong non‐Gaussian characteristics. To address these challenge...

Kai Zhang, Wen-Fu Zhao, Pi-Yang Liu et al. · Water Resources Research · 0 citations

Sep 2026

Variance-Preserving Ensemble Smoother with Multiple Data Assimilation for History Matching with Diagonal Observation Error Covariance

The ensemble smoother with multiple data assimilation (ESMDA) is widely used for reservoir history matching because of its parallel computational efficiency and ease of implementation. Production data in high-dimensional reservoir applications are often correlated across time, wells, and response types. When a diagon...

Jinding Zhang, Pi-Yang Liu, Kai Zhang et al. · SPE Journal · 0 citations