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Response to Comment on "Screening New Persistent and Bioaccumulative Organics in China's Inventory of Industrial Chemicals": A Call for Further Environmental Research on Organosilicons Produced in China

Author(s): Zhang X; Sun X; Jiang R; Zeng EY; Sunderland EM; Muir DCG;

No abstract

Article GUID: 34694120


Towards a better understanding of deep convolutional neural network processes for recognizing organic chemicals of environmental concern

Author(s): Sun X; Zhang X; Wang L; Li Y; Muir DCG; Zeng EY;

Deep convolutional neural network (DCNN) has proved to be a promising tool for identifying organic chemicals of environmental concern. However, the uncertainty associated with DCNN predictions remains to be quantified. The training process contains many random configurations, including dataset segmentation, input sequences, and initial weight, etc. Moreov ...

Article GUID: 34388923


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