Wencong Lu's Books

Support Vector Machine In Chemistry

By: Nianyi Chen,Wencong Lu,Jie Yang,Guozheng Li

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Support Vector Machine In Chemistry

By: Nianyi Chen,Wencong Lu,Jie Yang,Guozheng Li

In recent years, the support vector machine (SVM), a new data processing method, has been applied to many fields of chemistry and chemical technology. Compared with some other data processing methods, SVM is especially suitable for solving problems of small sample size, with superior prediction performance. SVM is fast becoming a powerful tool of chemometrics. This book provides a systematic approach to the principles and algorithms of SVM, and demonstrates the application examples of SVM in QSAR/QSPR work, materials and experimental design, phase diagram prediction, modeling for the optimal control of chemical industry, and other branches in chemistry and chemical technology.

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Page Count

343

Publisher

World Scientific

Published Date

ISBN 10

9814482285

ISBN 13

9789814482288

Modeling Shallow Water Flows Using the Discontinuous Galerkin Method

By: Abdul A. Khan,Wencong Lai

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Modeling Shallow Water Flows Using the Discontinuous Galerkin Method

By: Abdul A. Khan,Wencong Lai

Replacing the Traditional Physical Model Approach Computational models offer promise in improving the modeling of shallow water flows. As new techniques are considered, the process continues to change and evolve. Modeling Shallow Water Flows Using the Discontinuous Galerkin Method examines a technique that focuses on hyperbolic conservation laws and includes one-dimensional and two-dimensional shallow water flows and pollutant transports. Combines the Advantages of Finite Volume and Finite Element Methods This book explores the discontinuous Galerkin (DG) method, also known as the discontinuous finite element method, in depth. It introduces the DG method and its application to shallow water flows, as well as background information for implementing and applying this method for natural rivers. It considers dam-break problems, shock wave problems, and flows in different regimes (subcritical, supercritical, and transcritical). Readily Adaptable to the Real World While the DG method has been widely used in the fields of science and engineering, its use for hydraulics has so far been limited to simple cases. The book compares numerical results with laboratory experiments and field data, and includes a set of tests that can be used for a wide range of applications. Provides step-by-step implementation details Presents the different forms in which the shallow water flow equations can be written Places emphasis on the details and modifications required to apply the scheme to real-world flow problems This text enables readers to readily understand and develop an efficient computer simulation model that can be used to model flow, contaminant transport, and other aspects in rivers and coastal environments. It is an ideal resource for practicing environmental engineers and researchers in the area of computational hydraulics and fluid dynamics, and graduate students in computational hydraulics.

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Page Count

218

Publisher

CRC Press

Published Date

ISBN 10

1482226014

ISBN 13

9781482226010

Support Vector Machine In Chemistry

By: Nianyi Chen,Wencong Lu,Jie Yang,Guozheng Li

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Support Vector Machine In Chemistry

By: Nianyi Chen,Wencong Lu,Jie Yang,Guozheng Li

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

343

Publisher

World Scientific

Published Date

ISBN 10

9814482285

ISBN 13

9789814482288

Book's by Wencong Lu

Support Vector Machine In Chemistry

Support Vector Machine In Chemistry

Modeling Shallow Water Flows Using the Discontinuous Galerkin Method

Modeling Shallow Water Flows Using the Discontinuous Galerkin Method

Support Vector Machine In Chemistry

Support Vector Machine In Chemistry

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