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Excessive power supply noise (PSN) such as IR drop can cause yield loss when testing very large scale integration chips. However, simulation of circuit timing with PSN is not an easy task. In this study, the authors predict circuit timing for all test patterns using three machine learning techniques, neural network (NN), support vector regression (SVR), and least-square boosting (LSBoost). To reduce...
Recently, liquid chromatography coupled to mass spectrometry (LC-MS) has become a standard technique for identifying differential abundance of peaks as biomarkers. Two major problems in the preprocessing of LC-MS data analysis are how to adjust and align multiple LC-MS datasets efficiently and correctly. Hence, an effective algorithm is needed to adjust the variation in retention time and align protein...
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