![]() ![]() ![]() Obviously since each simulation takes a long time, it is impossible to simulate every single combination. The result, as extracted from their plots, is shown below: In their paper, they performed simulations to calculate the bandgap of superlattices (repeated lattices of quantum wells) with various barrier and well thickness: This problem is based on a publication in Scientific Reports by Sun et. In this post, I will show you how to use simple neural network for curve fitting. In this series, I hope to capture ways in which machine learning can be used to solve more general engineering problems. It doesn't have to just apply to big data. Machine learning is essentially computer doing the learning for you. ![]()
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December 2022
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