Machine Learning In Molecular Sciences
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Machine Learning In Molecular Sciences
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Author : Chen Qu
language : en
Publisher: Springer
Release Date : 2024-10-03
Machine Learning In Molecular Sciences written by Chen Qu and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-03 with Computers categories.
Machine Learning In Molecular Sciences
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Author : Chen Qu
language : en
Publisher: Springer Nature
Release Date : 2023-10-01
Machine Learning In Molecular Sciences written by Chen Qu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-01 with Computers categories.
Machine learning and artificial intelligence have propelled research across various molecular science disciplines thanks to the rapid progress in computing hardware, algorithms, and data accumulation. This book presents recent machine learning applications in the broad research field of molecular sciences. Written by an international group of renowned experts, this edited volume covers both the machine learning methodologies and state-of-the-art machine learning applications in a wide range of topics in molecular sciences, from electronic structure theory to nuclear dynamics of small molecules, to the design and synthesis of large organic and biological molecules. This book is a valuable resource for researchers and students interested in applying machine learning in the research of molecular sciences.
Deep Learning For The Life Sciences
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Author : Bharath Ramsundar
language : en
Publisher:
Release Date : 2019
Deep Learning For The Life Sciences written by Bharath Ramsundar and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019 with Artificial intelligence categories.
Deep learning has already achieved remarkable results in many fields. Now it's making waves throughout the sciences broadly and the life sciences in particular. This practical book teaches developers and scientists how to use deep learning for genomics, chemistry, biophysics, microscopy, medical analysis, and other fields. Ideal for practicing developers and scientists ready to apply their skills to scientific applications such as biology, genetics, and drug discovery, this book introduces several deep network primitives. You'll follow a case study on the problem of designing new therapeutics that ties together physics, chemistry, biology, and medicine-an example that represents one of science's greatest challenges. Learn the basics of performing machine learning on molecular data Understand why deep learning is a powerful tool for genetics and genomics Apply deep learning to understand biophysical systems Get a brief introduction to machine learning with DeepChem Use deep learning to analyze microscopic images Analyze medical scans using deep learning techniques Learn about variational autoencoders and generative adversarial networks Interpret what your model is doing and how it's working.
Graduate Programs In The Biological Sciences 2008
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Author : Peterson's Guides Staff
language : en
Publisher: Peterson Nelnet Company
Release Date : 2007-12
Graduate Programs In The Biological Sciences 2008 written by Peterson's Guides Staff and has been published by Peterson Nelnet Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-12 with Education categories.
The six volumes of Peterson's Annual Guides to Graduate Study, the only annually updated reference work of its kind, provide wide-ranging information on the graduate and professional programs offered by accredited colleges and universities in the United States and U.S. territories and those in Canada, Mexico, Europe, and Africa that are accredited by U.S. accrediting bodies. Books 2 through 6 are divided into sections that contain one or more directories devoted to individual programs in a particular field. Book 3 contains more than 4,000 programs of study in 53 disciplines of the biological sciences.
Biomolecular Interactions Using Machine Learning
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Author : Joel Robert Bock
language : en
Publisher:
Release Date : 2003
Biomolecular Interactions Using Machine Learning written by Joel Robert Bock and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with categories.
Qspr Qsar Approaches For Complex Molecular Systems
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Author : Sulev Sild
language : en
Publisher:
Release Date : 2001
Qspr Qsar Approaches For Complex Molecular Systems written by Sulev Sild and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Molecules categories.
Mcgraw Hill Yearbook Of Science Technology 2004
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Author :
language : en
Publisher:
Release Date : 2004
Mcgraw Hill Yearbook Of Science Technology 2004 written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Science categories.
Peterson S Guide To Graduate Programs In The Biological And Agricultural Sciences
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Author :
language : en
Publisher:
Release Date : 1991
Peterson S Guide To Graduate Programs In The Biological And Agricultural Sciences written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with Agricultural education categories.
Combinatorial And Artificial Intelligence Methods In Materials Science
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Author :
language : en
Publisher:
Release Date : 2003
Combinatorial And Artificial Intelligence Methods In Materials Science written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Artificial intelligence categories.
Combinatorial And Artificial Intelligence Methods In Materials Science Ii Volume 804
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Author : Radislav A. Potyrailo
language : en
Publisher:
Release Date : 2004-03-22
Combinatorial And Artificial Intelligence Methods In Materials Science Ii Volume 804 written by Radislav A. Potyrailo and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-03-22 with Computers categories.
The MRS Symposium Proceeding series is an internationally recognised reference suitable for researchers and practitioners.