Deep Learning, Materials Science, Metric Learning, Data Science, Editors Pick.
but the specified 5 candidates must contain the true materials. Let’s say the accuracy should be above 95%. As such, we can formulise this problem as follows: Using the spectral identification technique, how can we identify the unknown sample out of 8,172 candidates with over 95% top-5 accuracy?