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

Original Research

Published on 12 Aug 2025

Enhancing disaster prediction with Bayesian deep learning: a robust approach for uncertainty estimation

in Mathematics of Computation and Data Science

Hao Peng
Sen Shen
Haichao Zhang
Fei Wang
Fawang Guo
Ruige Zhang

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2025.1653562

484 views

Correction

Published on 08 Aug 2025

Correction: 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 Sun
Susan Chen

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2025.1667229

342 views

Original Research

Accepted on 05 Aug 2025

Research on Error Control Method for Polynomial Approximation Based on Equal Amplitude Oscillation Theorem

in Mathematics of Computation and Data Science

Letong Zhou
Liguo Zhao

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2025.1641597

Original Research

Accepted on 31 Jul 2025

DFW: A Novel Weighting Scheme for Covariate Balancing and Treatment Effect Estimation

in Mathematics of Computation and Data Science

Ahmad Saeed Khan
Erik Schaffernicht
Johannes Andreas Stork

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2025.1645805

184 views

Original Research

Accepted on 31 Jul 2025

Density peak clustering algorithm based on weighted mutual K-nearest neighbors

in Mathematics of Computation and Data Science

Chunhua Ren
Chaorong Li
Yang Yu
Wanan Yang
Ruiqi Guo

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2025.1598165

198 views

Original Research

Accepted on 15 Jul 2025

CUR Matrix Approximation through Convex Optimization for Feature Selection

in Mathematics of Computation and Data Science

Kathryn Linehan
Radu Balan

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2025.1632218

262 views

Original Research

Published on 18 Jun 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 Sun
Susan Chen

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2025.1595365

895 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

902 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

3,086 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

975 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

1,672 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

1,248 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

1,413 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

1,544 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

2,171 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

1,053 views
1 citation