17 papers · ranked by Valyu relevance
M. M. Hammad, M. M. Yahia
Optimization, linear algebra, probability, and statistics are cornerstones of machine learning. The majority of current machine learning textbooks concentrate on machine learning techniques and algorithms and presuppose that readers are proficient in mathematics and statistics. The gap between high school mathematics…
Christian Bengs, Malcolm H. Levitt
SpinDynamica is a set of Mathematica packages for performing numerical and symbolic analysis of a wide range of magnetic resonance experiments and phenomena. An overview of the SpinDynamica architecture and functionality is given, with some simple representative examples.
Malcolm A. H. MacCallum
The complicated nature of calculations in general relativity was one of the driving forces in the early development of computer algebra (CA). CA has become widely used in gravity research (GR) and its use can be expected to grow further. Here the general nature of computer algebra is discussed, along with some aspects…
George I. Mias, Tahir Yusufaly, Raeuf Roushangar, Lavida R. K. Brooks + 2 more
Multiple omics data are rapidly becoming available, necessitating the use of new methods to integrate different technologies and interpret the results arising from multimodal assaying. The MathIOmica package for Mathematica provides one of the first extensive introductions to the use of the Wolfram Language to tackle…
George I. Mias, Tahir Yusufaly, Raeuf Roushangar, Lavida R. K. Brooks + 2 more
'Lavida R. K. Brooks' 'Vikas V. Singh' 'Christina Christou'] Multiple omics data are rapidly becoming available, necessitating the use of new methods to integrate different technologies and interpret the results arising from multimodal assaying. The MathIOmica package for Mathematica provides one of the first extensive…
Oluwateniayo O. Ogunsan, Daniel Lobo
Mathematical models formally and precisely represent biological mechanisms with complex dynamics. To understand the possible behaviors of such systems, phase portrait diagrams can be used to visualize their overall global dynamics across a domain. However, producing these phase portrait diagrams is a laborious process…
Szabolcs Horvát, Jakub Podkalicki, Gábor Csárdi, Tamás Nepusz + 3 more
'Vincent Traag' 'Fabio Zanini' 'Daniel Noom'] IGraph/M1 is an efficient general purpose graph theory and network analysis package for Mathematica (Wolfram Research, Inc., 2022). IGraph/M serves as the Wolfram Language interfaces to the igraph C library (Csárdi et al., 2022; Csárdi & Nepusz, 2006), and also provides…
Martin Wiebusch
This article introduces the Mathematica package HEPMath which provides a number of utilities and algorithms for High Energy Physics computations in Mathematica. Its functionality is similar to packages like FormCalc or FeynCalc, but it takes a more complete and extensible approach to implementing common High Energy…
Francesca Bertacchini, Carmelo Scuro, Pietro Pantano, Eleonora Bilotta
'Eleonora Bilotta'] An educational robotics lab has been planned for undergraduate students in an Electronic Engineering degree, using the Project Based Learning (PBL) approach and the NAO robot. Students worked in a research context, with the aim of making the functions of the NAO robot as social and autonomous as…
Christian Hunley, Md Mohsin, Marcelo Marucho
We present an interactive Mathematica notebook that characterizes the electrical impulses along actin filaments in both muscle and non-muscle cells for a wide range of physiological and pathological conditions. The program is based on a multi-scale (atomic → monomer → filament) approach capable of accounting for the…
Gennadi Malaschonok, I Borisov
Service provides the user with a workbook in which you can type the text and use all mathematical services. User can perform numerical and symbolic calculation; solve differential equalities; do matrix and polynomial computation; plot graphics of 2D and 3D functions, interact with 3D graphics, make animation and save…
Kuo Kan Liang
Metabolic reaction networks usually include a large number of enzymatic reaction steps. Nowadays, people desire to work on larger and larger metabolic networks, in the research fields of for example systems or synthetic biology. With the growing sizes of the metabolic networks considered, it is more and more tedious…
Gennadi Malaschonok
In this paper, we describe the general characteristics of the MathPartner computer algebra system (CAS) and its Mathpar programming language. The MathPartner can be used for scientific and engineering calculations, as well as in secondary schools and higher education institutions. It allows one to carry out both simple…
Thomas Hahn
The FeynArts [1], FormCalc & LoopTools [2] triad of packages are used for the generation and calculation of Feynman diagrams up to one loop. With QCD and Standard Model calculations moving to higher orders their main focus has shifted somewhat to BSM models and package building, where the availability of analytical…
Sterling Baird, Taylor Sparks
A large collection of element-wise planar densities for compounds obtained from the Materials Project is calculated using brute force computational geometry methods. We demonstrate that the element-wise max lattice plane densities can be useful as machine learning features. The methods described here are implemented in…
Daniel C. Zielinski, Marta R.A. Matos, James E. de Bree, Kevin Glass + 2 more
Kinetic models of enzymes have a long history of use for studying complex metabolic systems and designing production strains. Given the availability of enzyme kinetic data from historical experiments and machine learning estimation tools, a straightforward modeling approach is to assemble kinetic data enzyme by enzyme…
Dmitry S. Kulyabov, Anna V. Korolkova
Recently, the place of the main programming language for scientific and engineering computations has been little by little taken by Julia. Some users want to work completely within the Julia framework as they work within the Python framework. There are libraries for Julia that cover the majority of scientific and…