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This book presents a mechanistic approach-mathematical modeling-for
carrying out dental materials research. This approach allows
researchers to go beyond the null hypothesis and obtain a solution
that is more general and therefore predictive for conditions other
than those considered in a study. Hence it can be used either on
its own or to complement the commonly used statistical approach.
Through a series of practical problems with wide-ranging
application, the reader will be guided on: How to construct a
mathematical model for the behavior of dental materials by making
informed assumptions of the physical, chemical, or mechanical
situation How to simplify the model by making suitable
simplifications How to calibrate the model by calculating the
values of key parameters using experimental results How to refine
the model when there are discrepancies between predictions and
experiments Only elementary calculus is required to follow the
examples and all the problems can be solved by using MS Excel (c)
spreadsheets. This is an ideal book for dental materials
researchers without a strong mathematical background who are
interested in applying a more mechanistic approach to their
research to give deeper insight into the problem at hand. Advance
praise for Mathematical Models for Dental Materials Research: "This
is a nice addition for research students on how to conduct their
work and how to manage data analysis. It brings together a number
of important aspects of dental materials investigations which has
been missing in the literature. The practical examples make it much
easier to understand." - Michael F. Burrow, Clinical Professor in
Prosthodontics, The University of Hong Kong "The great strengths of
this volume are the real world examples of dental materials
research in the successive chapters. In turn, this is an outcome of
the outstanding expertise of both authors. I warmly recommend this
book to the dental biomaterials community worldwide." - David C.
Watts, Professor of Biomaterials Science, University of Manchester,
UK
This book presents a mechanistic approach-mathematical modeling-for
carrying out dental materials research. This approach allows
researchers to go beyond the null hypothesis and obtain a solution
that is more general and therefore predictive for conditions other
than those considered in a study. Hence it can be used either on
its own or to complement the commonly used statistical approach.
Through a series of practical problems with wide-ranging
application, the reader will be guided on: How to construct a
mathematical model for the behavior of dental materials by making
informed assumptions of the physical, chemical, or mechanical
situation How to simplify the model by making suitable
simplifications How to calibrate the model by calculating the
values of key parameters using experimental results How to refine
the model when there are discrepancies between predictions and
experiments Only elementary calculus is required to follow the
examples and all the problems can be solved by using MS Excel (c)
spreadsheets. This is an ideal book for dental materials
researchers without a strong mathematical background who are
interested in applying a more mechanistic approach to their
research to give deeper insight into the problem at hand. Advance
praise for Mathematical Models for Dental Materials Research: "This
is a nice addition for research students on how to conduct their
work and how to manage data analysis. It brings together a number
of important aspects of dental materials investigations which has
been missing in the literature. The practical examples make it much
easier to understand." - Michael F. Burrow, Clinical Professor in
Prosthodontics, The University of Hong Kong "The great strengths of
this volume are the real world examples of dental materials
research in the successive chapters. In turn, this is an outcome of
the outstanding expertise of both authors. I warmly recommend this
book to the dental biomaterials community worldwide." - David C.
Watts, Professor of Biomaterials Science, University of Manchester,
UK
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