Deep Learning Framework with Hybrid Loss Function for Seismic Velocity Inversion of Natural Gas Hydrate Reservoirs

Zhen-Wei Guo; Jun Lei; Bo-chen Wang; Yan-yi Wang; Yan-jun Chen; Jian-xin Liu

doi:10.31035/cg2025273

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Zhen-Wei Guo, Jun Lei, Bo-chen Wang, Yan-yi Wang, Yan-jun Chen, Jian-xin Liu. 2026. Deep Learning Framework with Hybrid Loss Function for Seismic Velocity Inversion of Natural Gas Hydrate Reservoirs. China Geology. doi: 10.31035/cg2025273.

Citation: Zhen-Wei Guo, Jun Lei, Bo-chen Wang, Yan-yi Wang, Yan-jun Chen, Jian-xin Liu. 2026. Deep Learning Framework with Hybrid Loss Function for Seismic Velocity Inversion of Natural Gas Hydrate Reservoirs. China Geology. doi: 10.31035/cg2025273.

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Deep Learning Framework with Hybrid Loss Function for Seismic Velocity Inversion of Natural Gas Hydrate Reservoirs

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Deep Learning Framework with Hybrid Loss Function for Seismic Velocity Inversion of Natural Gas Hydrate Reservoirs

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