The main objective of this study is to present a methodology model the microstructure and mechanical properties ZE41-xCa-ySr alloys for integrated optimization calculation heat treatment process gearbox casting. Firstly, models (0 ≤ x 2, 0 y 0.2) are developed using an artificial neural network (ANN) multivariate regression. dataset ANN regression generated by investigating microstructures allo...

BACKGROUND Machine learning has a vast range of applications. In particular, advanced machine learning methods are routinely and increasingly used in quantitative structure activity relationship (QSAR) modeling. QSAR data sets often encompass tens of thousands of compounds and the size of proprietary, as well as public data sets, is rapidly growing. Hence, there is a demand for computationally ...

the purpose of the current research is investigating the phenylalanine removal by using magnetic nanoparticles (fe3o4) from water samples. the effect of ph, contact time and phenylalanine concentration on phenylalanine adsorption efficiency by magnetite nanoparticles are studied in a batch system. transmission electron microscopy (tem), x-ray diffraction patterns (xrd) and fourier transform inf...

A language FOBS-X (Extensible FOBS) is described. This language is an interpreted language, intended as a universal scripting language. An interesting feature of the language is its ability to be extended, allowing it to be adapted to new scripting environments. The interpretation process is structured as a core-language parser back-end, and a macro processor front-end. The macro processor allo...

High-throughput computing (HTC) uses computer clusters to solve advanced computational problems, with the goal of accomplishing high-throughput over relatively long periods of time. In genomic selection, for example, a set of markers covering the entire genome is used to train a model based on known data, and the resulting model is used to predict the genetic merit of selection candidates. Soph...

Dynamic scripting is a reinforcement learning algorithm designed specifically to learn appropriate tactics for an agent in a modern computer game, such as Neverwinter Nights. This reinforcement learning algorithm has previously been extended to support the automatic construction of new abstract states to improve its context sensitivity and integrated with a graphical behavior modeling architect...

We have developed two computer algebra systems (CAS) written in Java [9, 12]. The Java libraries can be used as any of the numerous other Java library packages. For the use-case of interactively entering and manipulating mathematical expressions there is a need of a scripting front-end for our libraries. Most other CAS invent and implement their own scripting interface for this purpose. We, how...

Scripting languages such as Python and Tcl have become a powerful tool for the construction of exible scienti c software because they provide scientists with an interpreted problem solving environment and they form a modular framework for controlling software components written in C,C++, and Fortran. However, a common problem faced by the developers of a scripted scienti c application is that o...

Domain-Independent Models are mainly used for documentation purposes and are most of the time too generic to be directly executed, even by code generation. Domain-Specific Models can sometimes be executed, but their scope is too specific to be reused for other purposes. We have developed a mechanism that allows the creation of modeling languages that will be directly executed into software appl...

This paper presents the three scripting commands and main functionalities of a novel character animation environment called CHASE. CHASE was developed for enabling inexperienced programmers, animators, artists, and students to animate in meaningful ways virtual reality characters. This is achieved by scripting simple commands within CHASE. The commands identified, which are associated with simp...