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Acta Numerica· 2019Q1· Review

Solving inverse problems using data-driven models

Simon Arridge, Peter Maaß, Ozan Öktem, Carola‐Bibiane Schönlieb

Short summary

This survey paper reviews recent advances in combining data-driven models, particularly deep learning, with domain-specific physical knowledge to solve ill-posed inverse problems.

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Field: Mathematical Physics

Mathematical PhysicsMathematics