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Hi folks -
We have four postdoctoral positions, one of them in machine learning in my lab, to work on image recognition for Natural Products research. The machine learning piece has to do with taking NMR spectra of natural compounds and mapping them into a space where nearby compounds have nearby structures, using convolutional siamese networks. We are looking eventually to map the NMR spectra directly to SMILES strings, which specify the structure of the molecule, using image captioning techniques. Obviously, experience in deep learning for vision applications is essential, but knowledge of organic chemistry, NMR techniques, and/or natural product research would be helpful, A strong publication record in deep learning should be in evidence for successful applicants.
The position is available immediately, and will be for two years initially.
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