Deep Learning in Science

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Rigorous treatment of the theory of deep learning from first principles, with applications to beautiful problems in the natural sciences.

Deep Learning for the Earth Sciences

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DEEP LEARNING FOR THE EARTH SCIENCES Explore this insightful treatment of deep learning in the field of earth sciences, from four leading voices Deep learning i

Deep Learning for the Life Sciences

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Deep learning has already achieved remarkable results in many fields. Now it’s making waves throughout the sciences broadly and the life sciences in particula

Deep Learning For Physics Research

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A core principle of physics is knowledge gained from data. Thus, deep learning has instantly entered physics and may become a new paradigm in basic and applied

Deep Learning for Hydrometeorology and Environmental Science

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This book provides a step-by-step methodology and derivation of deep learning algorithms as Long Short-Term Memory (LSTM) and Convolution Neural Network (CNN),