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Mathematical Computing

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lightbulbAbout this topic
Mathematical Computing is a field that focuses on the development and application of algorithms, numerical methods, and computational techniques to solve mathematical problems. It encompasses areas such as numerical analysis, symbolic computation, and optimization, utilizing computer systems to perform calculations and simulations that are impractical to execute analytically.
lightbulbAbout this topic
Mathematical Computing is a field that focuses on the development and application of algorithms, numerical methods, and computational techniques to solve mathematical problems. It encompasses areas such as numerical analysis, symbolic computation, and optimization, utilizing computer systems to perform calculations and simulations that are impractical to execute analytically.

Key research themes

1. How can computer algebra systems like SageMath enhance mathematical computing education and research?

This research theme investigates the role and capabilities of computer algebra systems, with a focus on SageMath, in facilitating symbolic and numerical computations, education, and advanced mathematical problem solving. It explores how such open-source tools unify mathematical subdisciplines and algorithms under a consistent interface, enabling users from high school to graduate levels to access powerful computational resources and algorithms.

Key finding: The paper demonstrates that SageMath provides a comprehensive, unified environment that covers a broad range of mathematical topics including symbolic computation, linear algebra, combinatorics, and analysis. Its use of... Read more
Key finding: This article highlights the structured use of computer technologies, including systems such as SageMath, to develop professional competences in applied mathematics education at the Moscow Aviation Institute. Computer tools... Read more
Key finding: While focused broadly on smart computing, this paper reports on advances in computational methods including sparse and low-rank models and dictionary learning, showcasing the importance of mathematical computing models for... Read more

2. What are effective software and algorithmic approaches to enhance computational performance in mathematical operations such as integer multiplication and numerical linear algebra?

This theme addresses algorithmic optimizations and parallelization strategies for fundamental mathematical computations in software to improve speed and efficiency, especially on multi-core and parallel computing architectures. It focuses on innovations in integer multiplication algorithms, Monte Carlo methods for solving linear systems, and the hardware-software co-design perspectives for special functions computation.

Key finding: This work introduces two parallelization approaches based on a delayed carry mechanism that enables loop iteration independence in integer multiplication algorithms for 32-bit and 64-bit platforms. By eliminating carry... Read more
Key finding: The paper proposes an adaptive Monte Carlo algorithm designed to solve large sparse systems of linear algebraic equations arising from discretized financial models (Black-Scholes). The new algorithm requires fewer random... Read more
Key finding: This study proposes a generalized algorithm and specialized processor design for efficient computation of elementary functions using best uniform polynomial approximations. By leveraging polynomial degree reduction methods... Read more

3. How can mathematical modeling and computational algorithms contribute to applied problems involving fluid dynamics, crystallography, and biological systems?

This theme explores interdisciplinary computational methods and mathematical modeling applied to problems such as magneto-hydrodynamic flows, crystallographic data integration, and biological fibrosis modeling. It focuses on transforming complex physical and biological phenomena into solvable mathematical formulations, employing numerical methods, statistical clustering, and multi-scale modeling to enhance understanding and predictive capabilities.

Key finding: The study formulates a mathematical model describing MHD flow of non-Newtonian fluids with heat source/sink and porous media permeability, using coupled nonlinear ODEs solved numerically. It reveals the existence of dual... Read more
Key finding: The paper introduces BLEND software designed for the combination and analysis of multiple incomplete X-ray diffraction datasets from membrane protein crystals, commonly affected by radiation damage. It applies cluster... Read more
Key finding: This review critically examines various mathematical, computational, and physical models of fibrosis across molecular, cellular, and tissue scales. It identifies the lack of an integrated framework capable of capturing... Read more

All papers in Mathematical Computing

Chaste -Cancer, Heart And Soft Tissue Environment -is an open source C++ library for the computational simulation of mathematical models developed for physiology and biology. Code development has been driven by two initial applications:... more
The NMDA receptor antagonist MK-801 produces different effects on timing tasks. In particular, MK-801 produces an underestimation of duration when animals are tested with the differential reinforcement of low rate of responding (DRL)... more
Acute coronary syndrome (ACS) is a major cause of morbidity and mortality in CHD patients in the world and causes around a third of total deaths in the age group >35 years. The mortality rate of patients hospitalized due to ACS in... more
Neuronal activation can be separated from other signal sources of functional magnetic resonance imaging (fMRI) data by using independent component analysis (ICA). Without deliberate neuronal activity of the brain cortex, the fMRI signal... more
The grid has the potential to transform collaborative scientific investigations through the use of closely coupled computational and visualization resources, which may be geographically distributed, in order to harness greater power than... more
Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and... more
New electron-impact differential cross-section (DCS) and DCS ratio measurements for the excitation of the four levels making up the 3p 5 4s configuration of argon are reported at incident electron energies of 14, 15, 17.5, 20, 30, 50 and... more
Motivation: Protein interactions provide an important context for the understanding of function. Experimental approaches have been complemented with computational ones, such as PSIMAP, which computes domain–domain interactions for all... more
The cosmological lithium-7 problem—an unresolved discrepancy between predicted and observed primordial lithium abundance—has persisted for over two decades. This paper introduces a geometric resolution based on the Recursive Harmonic... more
Background: Clinicians apply posteroanterior (PA) forces to the spine for both mobility assessment and certain spinal mobilization and manipulation treatments. Commonly applied forces include lowfrequency sinusoidal oscillations (Ͻ2 Hz)... more
Background: Computational modeling of human circulatory system has evolved significantly in recent decades. Among the various modeling strategies, one-dimensional (1D) models have emerged as alternatives to more complex models because of... more
The toxicity/efficacy of a potential drug must be examined before it can be approved for general use. Quantal dose-response experiments are conducted in both preclinical and clinical trials for this purpose. A usual practice in the design... more
Introduction Obstructive sleep apnea (OSA) affects up to 30% of the adult population and is a risk factor for coronary artery disease (CAD). The diagnostic process, involving polysomnography, may be complex. Berlin questionnaire (BQ) is a... more
We present a novel approach for the analysis of transcriptomics data that integrates functional annotation of gene sets with expression values in a multivariate fashion, and directly assesses the relation of functional features to a... more
The aim of this note is to revisit the analysis of conjunctions in imaging data. We review some conceptual issues that have emerged from recent discussion (Nichols, T., Brett, M., Andersson, J., Wager, T., Poline, J.-B., this issue. Valid... more
Mitochondrial malate dehydrogenase shows a complex regulation pattern in the presence of citrate. Previously published results indicate that this enzyme is activated by citrate in the NAD(+)----NADH direction and inhibited in the opposite... more
Professionals are frequently consulted to diagnose and predict human behavior; optimal treatment and planning often hinge on the consultant's judgmental accuracy. The consultant may rely on one of two contrasting approaches to... more
Vve introduce a new model of molecular computation that we call the sticker model. Like many previous proposals it makes use of DNA strands as the physical substrate in which information is represented and of separation by hybridization... more
Die Anwendungsgenauigkeit von intraoperativer Navigation hängt neben anderen Faktoren auch von der Zahl der verwendeten Fiducials ab. Nach gängiger Auffassung steigt die vorhergesagte Anwendungsgenauigkeit mit der Zahl der Fiducials. In... more
Authors' Contributions: Each author made an equal contribution to the conception and design of the study. All authors have reviewed and approved the final version of the manuscript for publication. Transparency: The authors affirm that... more
The screened Coulombic potential has been shown to describe satisfactorily equilibrium properties like pA" shifts, the effects of charged groups on redox potentials and binding constants of metal ions. To test how well the screening of... more
Two approaches for calculating electrostatic effects in proteins are compared and an analysis is presented of the dependence of calculated properties on the model used to define the charge distribution. Changes in electrostatic free... more
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