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Published in 2019 at "Journal of Scientific Computing"
DOI: 10.1007/s10915-019-00908-3
Abstract: Recent machine learning algorithms dedicated to solving semi-linear PDEs are improved by using different neural network architectures and different parameterizations. These algorithms are compared to a new one that solves a fixed point problem by…
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Keywords:
semi linear;
linear pdes;
machine learning;
learning semi ... See more keywords