Frontiers in Applied Mathematics and Statistics | Mathematics of Computation and Data Science

Original Research

Accepted on 28 May 2025

From Energy to Ecology: Decarbonization Pathways for Sustainable High-performance Computing through Global Carbon-Energy Nexus Analysis

in Mathematics of Computation and Data Science

Guancong Yu
Ziyan Wang
Yulan Xu
Zhuofan Javan Shun
Susan Chen

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2025.1595365

220 views

Original Research

Published on 19 May 2025

Fourier-mixed window attention for efficient and robust long sequence time-series forecasting

in Mathematics of Computation and Data Science

Nhat Thanh Tran
Jack Xin

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2025.1600136

430 views

Original Research

Published on 11 Apr 2025

Big data-driven corporate financial forecasting and decision support: a study of CNN-LSTM machine learning models

in Mathematics of Computation and Data Science

Aixiang Yang

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2025.1566078

1,259 views

Original Research

Published on 17 Jan 2025

Exploring a novel approach for computing topological descriptors of graphene structure using neighborhood multiple M-polynomial

in Mathematics of Computation and Data Science

Tumiso Kekana
Kazeem Olalekan Aremu
Maggie Aphane

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2024.1508134

626 views

Original Research

Published on 11 Dec 2024

Dynamic ensemble-based machine learning models for predicting pest populations

in Mathematics of Computation and Data Science

Ankit Kumar Singh
Md Yeasin
Ranjit Kumar Paul
A. K. Paul
Anita Sarkar

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2024.1435517

1,069 views

Original Research

Published on 20 Nov 2024

Solution analysis for non-linear fractional differential equations

in Mathematics of Computation and Data Science

Shiferaw Geremew Kebede
Assia Guezane Lakoud
Haider Ebrahim Yesuf

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2024.1499179

914 views

Original Research

Published on 02 Oct 2024

Empirical validation of the use of projective techniques in psychological testing using Galois fields

in Mathematics of Computation and Data Science

Ibragim Suleimenov
Mariya Kostsova
Anastasiya Grishina
Dinara Matrassulova
Yelizaveta Vitulyova

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2024.1455500

914 views

Original Research

Published on 15 Apr 2024

The application of propensity score methods in observational studies

in Mathematics of Computation and Data Science

Yuejuan Zhao

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2024.1384217

1,158 views
1 citation

Original Research

Published on 04 Apr 2024

Persistence-based clustering with outlier-removing filtration

in Mathematics of Computation and Data Science

Alexandre Bois
Brian Tervil
Laurent Oudre

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2024.1260828

1,661 views
2 citations

Original Research

Published on 02 Apr 2024

Computing formation enthalpies through an explainable machine learning method: the case of lanthanide orthophosphates solid solutions

in Mathematics of Computation and Data Science

Edoardo Di Napoli
Xinzhe Wu
Thomas Bornhake
Piotr M. Kowalski

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2024.1355726

957 views
1 citation

Original Research

Published on 13 Feb 2024

Comparative analysis of machine learning algorithms for predicting Dubai property prices

in Mathematics of Computation and Data Science

Abdulsalam Elnaeem Balila
Ani Bin Shabri

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2024.1327376

11,506 views
1 citation

Original Research

Published on 12 Dec 2023

Real block-circulant matrices and DCT-DST algorithm for transformer neural network

in Mathematics of Computation and Data Science

Euis Asriani
Intan Muchtadi-Alamsyah
Ayu Purwarianti

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2023.1260187

3,329 views
3 citations

Original Research

Published on 11 Dec 2023

Algorithm unfolding for block-sparse and MMV problems with reduced training overhead

in Mathematics of Computation and Data Science

Jan Christian Hauffen
Peter Jung
Nicole Mücke

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2023.1205959

2,819 views

Original Research

Published on 08 Dec 2023

Phase characteristics of vocal tract filter can distinguish speakers

in Mathematics of Computation and Data Science

Masahiro Okada
Hiroshi Ito

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2023.1274846

1,379 views
1 citation

Original Research

Published on 17 Nov 2023

On the methodological framework of composite index under complex surveys and its application in development of food consumption index for India

in Mathematics of Computation and Data Science

Deepak Singh
Pradip Basak
Raju Kumar
Tauqueer Ahmad

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2023.1274530

2,481 views
1 citation

Original Research

Published on 19 Oct 2023

Chi-square test for imprecise data in consistency table

in Mathematics of Computation and Data Science

Muhammad Aslam
Florentin Smarandache

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2023.1279638

7,844 views
6 citations