A sparse regularization approach to inverse heat source identification

•A new sparse regularization approach is proposed for both location and strength identification of the heat sources.•The key idea resides at that the heat sources are always spatially sparse.•Numerical examples show that the sparse regularization indeed improves the robustness of heat source identif...

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