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Author: Markus C. Hemmer
Publisher: CRC Press
Published: 2007-12-13
Total Pages: 418
ISBN-13: 1420053248
DOWNLOAD EBOOKExpert systems allow scientists to access, manage, and apply data and specialized knowledge from various disciplines to their own research. Expert Systems in Chemistry Research explains the general scientific basis and computational principles behind expert systems and demonstrates how they can improve the efficiency of scientific workflows
Author: Philip Judson
Publisher: Royal Society of Chemistry
Published: 2009
Total Pages: 223
ISBN-13: 0854041605
DOWNLOAD EBOOKThis book is about the development of knowledge-based, and related, expert systems in chemistry and toxicology. It shows how computers can work with qualitative information where precise numerical methods are not satisfactory.
Author: Edward O. Pyzer-Knapp
Publisher:
Published: 2020-10-22
Total Pages: 140
ISBN-13: 9780841235052
DOWNLOAD EBOOKAtomic-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 discovery : an industry perspective -- Cognitive materials discovery and onset of the 5th discovery paradigm.
Author: Hugh M. Cartwright
Publisher: Royal Society of Chemistry
Published: 2020-07-15
Total Pages: 564
ISBN-13: 1788017897
DOWNLOAD EBOOKProgress 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.
Author: Charles K. Mann
Publisher: CRC Press
Published: 2019-03-07
Total Pages: 298
ISBN-13: 0429695306
DOWNLOAD EBOOKThis book focuses on the pioneering applications of an expert system in development relate to agriculture in many of the developing countries, introducing the reader to some of the key concepts underlying most expert systems.
Author: Thomas E. Quantrille
Publisher: Elsevier
Published: 2012-12-02
Total Pages: 634
ISBN-13: 0080571212
DOWNLOAD EBOOKArtificial intelligence (AI) is the part of computer science concerned with designing intelligent computer systems (systems that exhibit characteristics we associate with intelligence in human behavior). This book is the first published textbook of AI in chemical engineering, and provides broad and in-depth coverage of AI programming, AI principles, expert systems, and neural networks in chemical engineering. This book introduces the computational means and methodologies that are used to enable computers to perform intelligent engineering tasks. A key goal is to move beyond the principles of AI into its applications in chemical engineering. After reading this book, a chemical engineer will have a firm grounding in AI, know what chemical engineering applications of AI exist today, and understand the current challenges facing AI in engineering. - Allows the reader to learn AI quickly using inexpensive personal computers - Contains a large number of illustrative examples, simple exercises, and complex practice problems and solutions - Includes a computer diskette for an illustrated case study - Demonstrates an expert system for separation synthesis (EXSEP) - Presents a detailed review of published literature on expert systems and neural networks in chemical engineering
Author: Peter Lucas
Publisher: Addison Wesley Publishing Company
Published: 1991
Total Pages: 544
ISBN-13:
DOWNLOAD EBOOKAuthor: Robert G. Cowell
Publisher: Springer Science & Business Media
Published: 2007-07-16
Total Pages: 340
ISBN-13: 9780387718231
DOWNLOAD EBOOKProbabilistic expert systems are graphical networks which support the modeling of uncertainty and decisions in large complex domains, while retaining ease of calculation. Building on original research by the authors, this book gives a thorough and rigorous mathematical treatment of the underlying ideas, structures, and algorithms. The book will be of interest to researchers in both artificial intelligence and statistics, who desire an introduction to this fascinating and rapidly developing field. The book, winner of the DeGroot Prize 2002, the only book prize in the field of statistics, is new in paperback.
Author:
Publisher: Elsevier
Published: 2017-09-21
Total Pages: 3064
ISBN-13: 0444639705
DOWNLOAD EBOOK27th European Symposium on Computer Aided Process Engineering, Volume 40 contains the papers presented at the 27th European Society of Computer-Aided Process Engineering (ESCAPE) event held in Barcelona, October 1-5, 2017. It is a valuable resource for chemical engineers, chemical process engineers, researchers in industry and academia, students, and consultants for chemical industries. - Presents findings and discussions from the 27th European Society of Computer-Aided Process Engineering (ESCAPE) event
Author:
Publisher:
Published: 1995
Total Pages: 380
ISBN-13:
DOWNLOAD EBOOKLists citations with abstracts for aerospace related reports obtained from world wide sources and announces documents that have recently been entered into the NASA Scientific and Technical Information Database.
