Computational and Data Driven Chemistry Using Artificial Intelligence

Written By Takashiro Akitsu
Computational and Data Driven Chemistry Using Artificial Intelligence
  • Publsiher : Elsevier
  • Release : 29 October 2021
  • ISBN : 9780128222492
  • Pages : 310 pages
  • Rating : /5 from reviews
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Download or read book entitled Computational and Data Driven Chemistry Using Artificial Intelligence by author: Takashiro Akitsu which was release on 29 October 2021 and published by Elsevier with total page 310 pages . This book available in PDF, EPUB and Kindle Format. Computational and Data-Driven Chemistry Using Artificial Intelligence: Volume 1: Fundamentals, Methods and Applications highlights fundamental knowledge and current developments in the field, giving readers insight into how these tools can be harnessed to enhance their own work. Offering the ability to process large or complex data-sets, compare molecular characteristics and behaviors, and help researchers design or identify new structures, Artificial Intelligence (AI) holds huge potential to revolutionize the future of chemistry. Volume 1 explores the fundamental knowledge and current methods being used to apply AI across a whole host of chemistry applications. Drawing on the knowledge of its expert team of global contributors, the book offers fascinating insight into this rapidly developing field and serves as a great resource for all those interested in exploring the opportunities afforded by the intersection of chemistry and AI in their own work. Part 1 provides foundational information on AI in chemistry, with an introduction to the field and guidance on database usage and statistical analysis to help support newcomers to the field. Part 2 then goes on to discuss approaches currently used to address problems in broad areas such as computational and theoretical chemistry; materials, synthetic and medicinal chemistry; crystallography, analytical chemistry, and spectroscopy. Finally, potential future trends in the field are discussed. Provides an accessible introduction to the current state and future possibilities for AI in chemistry Explores how computational chemistry methods and approaches can both enhance and be enhanced by AI Highlights the interdisciplinary and broad applicability of AI tools across a wide range of chemistry fields

Computational and Data Driven Chemistry Using Artificial Intelligence

Computational and Data Driven Chemistry Using Artificial Intelligence
  • Author : Takashiro Akitsu
  • Publisher : Elsevier
  • Release Date : 2021-10-29
  • Total pages : 310
  • ISBN : 9780128222492
GET BOOK

Summary : Computational and Data-Driven Chemistry Using Artificial Intelligence: Volume 1: Fundamentals, Methods and Applications highlights fundamental knowledge and current developments in the field, giving readers insight into how these tools can be harnessed to enhance their own work. Offering the ability to process large or complex data-sets, compare molecular characteristics and behaviors, ...

Machine Learning in Chemistry

Machine Learning in Chemistry
  • Author : Edward O. Pyzer-Knapp,Teodoro Laino
  • Publisher : Unknown
  • Release Date : 2020-10-22
  • Total pages : 140
  • ISBN : 9780128222492
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Summary : Atomic-scale representation and statistical learning of tensorial properties -- Prediction of Mohs hardness with machine learning methods using compositional features -- High-dimensional neural network potentials for atomistic simulations -- Data-driven learning systems for chemical reaction prediction: an analysis of recent approaches -- Using machine learning to inform decisions in drug ...

Machine Learning and Data Driven Research in Chemistry

Machine Learning and Data Driven Research in Chemistry
  • Author : Hachmann
  • Publisher : Wiley-Blackwell
  • Release Date : 2017-12-08
  • Total pages : 524
  • ISBN : 9780128222492
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Summary : Read online Machine Learning and Data Driven Research in Chemistry written by Hachmann, published by Wiley-Blackwell which was released on 2017-12-08. Download full Machine Learning and Data Driven Research in Chemistry Books now! Available in PDF, ePub and Kindle....

Data Driven Computational Neuroscience

Data Driven Computational Neuroscience
  • Author : Concha Bielza,Pedro Larrañaga
  • Publisher : Cambridge University Press
  • Release Date : 2020-08-31
  • Total pages : 212
  • ISBN : 9780128222492
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Summary : Data-driven computational neuroscience facilitates the transformation of data into insights into the structure and functions of the brain. This introduction for researchers and graduate students is the first in-depth, comprehensive treatment of statistical and machine learning methods for neuroscience. The methods are demonstrated through case studies of real problems to ...

Applications of Computational Intelligence in Data Driven Trading

Applications of Computational Intelligence in Data Driven Trading
  • Author : Cris Doloc
  • Publisher : John Wiley & Sons
  • Release Date : 2019-10-29
  • Total pages : 304
  • ISBN : 9780128222492
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Summary : “Life on earth is filled with many mysteries, but perhaps the most challenging of these is the nature of Intelligence.” – Prof. Terrence J. Sejnowski, Computational Neurobiologist The main objective of this book is to create awareness about both the promises and the formidable challenges that the era of Data-Driven Decision-Making ...

Computational Intelligence

Computational Intelligence
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2001
  • Total pages : 212
  • ISBN : 9780128222492
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Summary : Read online Computational Intelligence written by , published by which was released on 2001. Download full Computational Intelligence Books now! Available in PDF, ePub and Kindle....

The Scientific DataLink Index to Artificial Intelligence Research 1954 1984 Subject index

The Scientific DataLink Index to Artificial Intelligence Research  1954 1984  Subject index
  • Author : Scientific DataLink
  • Publisher : Unknown
  • Release Date : 1985
  • Total pages : 364
  • ISBN : 9780128222492
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Summary : Read online The Scientific DataLink Index to Artificial Intelligence Research 1954 1984 Subject index written by Scientific DataLink, published by which was released on 1985. Download full The Scientific DataLink Index to Artificial Intelligence Research 1954 1984 Subject index Books now! Available in PDF, ePub and Kindle....

Documentation Abstracts

Documentation Abstracts
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1996
  • Total pages : 212
  • ISBN : 9780128222492
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Summary : Read online Documentation Abstracts written by , published by which was released on 1996. Download full Documentation Abstracts Books now! Available in PDF, ePub and Kindle....

Computational Intelligence Techniques for Bioprocess Modelling Supervision and Control

Computational Intelligence Techniques for Bioprocess Modelling  Supervision and Control
  • Author : Maria Carmo Nicoletti
  • Publisher : Springer Science & Business Media
  • Release Date : 2009-06-29
  • Total pages : 341
  • ISBN : 9780128222492
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Summary : Computational Intelligence (CI) and Bioprocess are well-established research areas which have much to offer each other. Under the perspective of the CI area, Biop- cess can be considered a vast application area with a growing number of complex and challenging tasks to be dealt with, whose solutions can contribute to ...

Computational Intelligence and Feature Selection

Computational Intelligence and Feature Selection
  • Author : Richard Jensen,Qiang Shen
  • Publisher : Wiley-IEEE Press
  • Release Date : 2008-09-29
  • Total pages : 339
  • ISBN : 9780128222492
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Summary : The rough and fuzzy set approaches presented here open up many new frontiers for continued research and development Computational Intelligence and Feature Selection provides readers with the background and fundamental ideas behind Feature Selection (FS), with an emphasis on techniques based on rough and fuzzy sets. For readers who are ...

Indian Journal of Technology

Indian Journal of Technology
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1988
  • Total pages : 212
  • ISBN : 9780128222492
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Summary : Read online Indian Journal of Technology written by , published by which was released on 1988. Download full Indian Journal of Technology Books now! Available in PDF, ePub and Kindle....

Data Driven Analytics for the Geological Storage of CO2

Data Driven Analytics for the Geological Storage of CO2
  • Author : Shahab Mohaghegh
  • Publisher : CRC Press
  • Release Date : 2018-05-20
  • Total pages : 282
  • ISBN : 9780128222492
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Summary : Data driven analytics is enjoying unprecedented popularity among oil and gas professionals. Many reservoir engineering problems associated with geological storage of CO2 require the development of numerical reservoir simulation models. This book is the first to examine the contribution of Artificial Intelligence and Machine Learning in data driven analytics of ...

Neural Network Programming with Java

Neural Network Programming with Java
  • Author : Fabio M. Soares,Alan M. F. Souza
  • Publisher : Packt Publishing Ltd
  • Release Date : 2017-03-14
  • Total pages : 270
  • ISBN : 9780128222492
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Summary : Create and unleash the power of neural networks by implementing professional Java code About This Book Learn to build amazing projects using neural networks including forecasting the weather and pattern recognition Explore the Java multi-platform feature to run your personal neural networks everywhere This step-by-step guide will help you solve ...

Scientific Discovery Processes in Humans and Computers

Scientific Discovery Processes in Humans and Computers
  • Author : Morton Wagman
  • Publisher : Praeger Pub Text
  • Release Date : 2000
  • Total pages : 199
  • ISBN : 9780128222492
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Summary : A critical analysis of current theory and research in the psychological and computational sciences....

Deep Learning Practical Neural Networks with Java

Deep Learning  Practical Neural Networks with Java
  • Author : Yusuke Sugomori,Bostjan Kaluza,Fabio M. Soares,Alan M. F. Souza
  • Publisher : Packt Publishing Ltd
  • Release Date : 2017-06-08
  • Total pages : 744
  • ISBN : 9780128222492
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Summary : Build and run intelligent applications by leveraging key Java machine learning libraries About This Book Develop a sound strategy to solve predictive modelling problems using the most popular machine learning Java libraries. Explore a broad variety of data processing, machine learning, and natural language processing through diagrams, source code, and ...