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Machine Learning in Chemistry - The Impact of Artificial Intelligence (Hardcover)
Loot Price: R6,156
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Machine Learning in Chemistry - The Impact of Artificial Intelligence (Hardcover)
Series: Theoretical and Computational Chemistry Series, Volume 17
Expected to ship within 12 - 17 working days
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Progress in the application of machine learning (ML) to the
physical and life sciences has been rapid. A decade ago, the method
was mainly of interest to those in computer science departments,
but more recently ML tools have been developed that show
significant potential across wide areas of science. There is a
growing consensus that ML software, and related areas of artificial
intelligence, may, in due course, become as fundamental to
scientific research as computers themselves. Yet a perception
remains that ML is obscure or esoteric, that only computer
scientists can really understand it, and that few meaningful
applications in scientific research exist. This book challenges
that view. With contributions from leading research groups, it
presents in-depth examples to illustrate how ML can be applied to
real chemical problems. Through these examples, the reader can both
gain a feel for what ML can and cannot (so far) achieve, and also
identify characteristics that might make a problem in physical
science amenable to a ML approach. This text is a valuable resource
for scientists who are intrigued by the power of machine learning
and want to learn more about how it can be applied in their own
field.
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