Titlebook: Recent Advances in Algorithmic Differentiation; Shaun Forth,Paul Hovland,Andrea Walther Conference proceedings 2012 Springer-Verlag Berlin

cocoon

直言不讳

磨坊

Andrea Walther . if and only if there exists a constant . such that . and . are . in the space . of real-valued continuous functions, i.e., . for some . (Theorem .). In Sect. ., we establish versions of equidistribution of preimages with respect to the equilibrium state (see Proposition . and Theorem .).

易改变

奇思怪想

Conference proceedings 2012nference cover the application of AD to many areas in science and engineering as well as aspects of AD theory and its implementation in tools. For all papers the referees, selected from the program committee and the greater community, as well as the editors have emphasized accessibility of the prese

sulcus

蒙太奇

初学者

Applying Automatic Differentiation to the Community Land Model,ing sensitivity knowledge can lead to improved parameter calibration. We present our experiences in applying OpenAD to the Fortran-based crop model code in the Community Land Model (CLM). We identify several issues that need to be addressed in future developments of tangent-linear and adjoint versions of the CLM.

Munificent

Using Automatic Differentiation to Study the Sensitivity of a Crop Model,h the TAPENADE tool, and the use of this accurate adjoint to perform some sensitivity analysis. This paper reports on the experience from AD users of the environmental domain, in which AD usage is not very widespread.

phlegm

Native Handling of Message-Passing Communication in Data-Flow Analysis,odification of the code’s internal representation, i.e. the flow graph. This extension relies on an accurate matching of communication points, which can’t be found automatically in general, and thus new user directives prove useful.