Litcius/Paper detail

Enhancing deep learning-based field reconstruction with a differentiable learning framework

Xu Liu, Wei Peng, Xiaoya Zhang, Xiaoyu Zhao, Weien Zhou, Wen Yao, Xiaoqian Chen

2025Nature Machine Intelligence9 citationsDOI

Topics & Concepts

Differentiable functionDeep learningComputer scienceArtificial intelligenceField (mathematics)MathematicsPure mathematicsMathematical analysisSeismic Imaging and Inversion TechniquesAdvanced Image Processing TechniquesImage and Signal Denoising Methods