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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Ning Cai

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Open access Aug 2026

Residual Conditional GAN for Structured Control-Pore-Volume Inversion from Dynamic Production Responses

Rapid inversion of coarse-scale parameters is important for history matching in reduced-order reservoir models, yet conventional methods require repeated simulation and iterative updating. This study proposes a residual conditional generative adversarial network (Res-cGAN) to reconstruct structured control-pore-volume...

Jiamei Lu, Ning Cai, Jianghua Dai · 0 citations

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