John Harlim's Books

Data-Driven Computational Methods

Parameter and Operator Estimations

By: John Harlim

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Data-Driven Computational Methods

Parameter and Operator Estimations

By: John Harlim

Modern scientific computational methods are undergoing a transformative change; big data and statistical learning methods now have the potential to outperform the classical first-principles modeling paradigm. This book bridges this transition, connecting the theory of probability, stochastic processes, functional analysis, numerical analysis, and differential geometry. It describes two classes of computational methods to leverage data for modeling dynamical systems. The first is concerned with data fitting algorithms to estimate parameters in parametric models that are postulated on the basis of physical or dynamical laws. The second is on operator estimation, which uses the data to nonparametrically approximate the operator generated by the transition function of the underlying dynamical systems. This self-contained book is suitable for graduate studies in applied mathematics, statistics, and engineering. Carefully chosen elementary examples with supplementary MATLAB® codes and appendices covering the relevant prerequisite materials are provided, making it suitable for self-study.

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Page Count

172

Publisher

Cambridge University Press

Published Date

ISBN 10

1108615139

ISBN 13

9781108615136

Filtering Complex Turbulent Systems

By: Andrew J. Majda,John Harlim

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Filtering Complex Turbulent Systems

By: Andrew J. Majda,John Harlim

The authors develop a systematic applied mathematics perspective on the problems associated with filtering complex turbulent systems. The book contains background material from filtering, turbulence theory and numerical analysis, making it suitable for graduate courses as well as for researchers in a range of disciplines where applied mathematics is required.

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368

Publisher

Cambridge University Press

Published Date

ISBN 10

1107016665

ISBN 13

9781107016668

Basar Idjonati

A Forgotten Indonesian Mooi Indie Painter

By: Darrell John Kitchener

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Basar Idjonati

A Forgotten Indonesian Mooi Indie Painter

By: Darrell John Kitchener

Many Indonesian landscape artists in the early part of the twentieth century were clearly influenced by the somewhat romantic style landscape paintings of expatriate Europeans and Japanese living in Indonesia. However, there were also a number of indigenous and Indo- European realist landscape painters who, from the early to mid-twentieth century, developed a style commonly referred to as Mooi Indie. This book has its genesis in trips to England and southern Europe taken in the 1970s where the author experienced, and was attracted to, the beauty and technical skills of eighteenth- to mid-nineteenth century naturalist English landscape school painters and the derivative French Barbizon plein – air school. Although influenced by the above schools, Mooi Indie painters had their own unique subject matter, perspective, brush strokes and palette which make their work instantly recognizable and eminently worthy of respect. The largest concentration of Mooi Indie painters was in Bandung, West Java. Apart from Basuki Abdullah, Mas Pirngadie, Suriosubroto and Sukardji, most of their work is little known. One family living at Bandung included three superb Mooi Indie painters of which Basar Idjonati was the most distinguished.

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Page Count

116

Publisher

Partridge Publishing Singapore

Published Date

ISBN 10

1543748929

ISBN 13

9781543748925

Data-Driven Computational Methods

Parameter and Operator Estimations

By: John Harlim

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Data-Driven Computational Methods

Parameter and Operator Estimations

By: John Harlim

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Page Count

172

Publisher

Cambridge University Press

Published Date

ISBN 10

1108615139

ISBN 13

9781108615136

Filtering Complex Turbulent Systems

By: Andrew J. Majda,John Harlim

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Filtering Complex Turbulent Systems

By: Andrew J. Majda,John Harlim

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368

Publisher

Cambridge University Press

Published Date

ISBN 10

1107016665

ISBN 13

9781107016668

Filtering Complex Turbulent Systems

By: Professor Andrew J Majda,John Harlim

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Filtering Complex Turbulent Systems

By: Professor Andrew J Majda,John Harlim

Many natural phenomena ranging from climate through to biology are described by complex dynamical systems. Getting information about these phenomena involves filtering noisy data and prediction based on incomplete information (complicated by the sheer number of parameters involved), and often we need to do this in real time, for example for weather forecasting or pollution control. All this is further complicated by the sheer number of parameters involved leading to further problems associated with the 'curse of dimensionality' and the 'curse of small ensemble size'. The authors develop, for the first time in book form, a systematic perspective on all these issues from the standpoint of applied mathematics. The book contains enough background material from filtering, turbulence theory and numerical analysis to make the presentation self-contained and suitable for graduate courses as well as for researchers in a range of disciplines where applied mathematics is required to enlighten observations and models.

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368

Published Date

ISBN 10

1139336940

ISBN 13

9781139336949

Book's by John Harlim

Data-Driven Computational Methods

Data-Driven Computational Methods

Filtering Complex Turbulent Systems

Filtering Complex Turbulent Systems

Basar Idjonati

Basar Idjonati

Data-Driven Computational Methods

Data-Driven Computational Methods

Filtering Complex Turbulent Systems

Filtering Complex Turbulent Systems

Filtering Complex Turbulent Systems

Filtering Complex Turbulent Systems

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