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Integrating concepts from deep learning, machine learning, and artificial neural networks, this highly unique textbook presents content progressively from easy
Computational Methods for Deep Learning
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Integrating concepts from deep learning, machine learning, and artificial neural networks, this highly unique textbook presents content progressively from easy
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The first edition of this textbook was published in 2021. Over the past two years, we have invested in enhancing all aspects of deep learning methods to ensure
Computational Mechanics with Neural Networks
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This book provides a first course on deep learning in computational mechanics. The book starts with a short introduction to machine learning’s fundamental con