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

Original Research

Published on 24 Aug 2023

Lp-Sampling recovery for non-compact subclasses of L∞

in Mathematics of Computation and Data Science

Glenn Byrenheid
Serhii Stasyuk
Tino Ullrich

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2023.1216331

3,300 views

Original Research

Published on 03 Aug 2023

A combination of physics-informed neural networks with the fixed-stress splitting iteration for solving Biot's model

in Mathematics of Computation and Data Science

Mingchao Cai
Huipeng Gu
Pengxiang Hong
Jingzhi Li

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2023.1206500

5,316 views
2 citations

Original Research

Published on 06 Jul 2023

Stability and machine learning applications of persistent homology using the Delaunay-Rips complex

in Mathematics of Computation and Data Science

Amish Mishra
Francis C. Motta

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2023.1179301

8,929 views
6 citations

Original Research

Published on 28 Jun 2023

Fast and direct inversion methods for the multivariate nonequispaced fast Fourier transform

in Mathematics of Computation and Data Science

Melanie Kircheis
Daniel Potts

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2023.1155484

5,276 views
4 citations

Original Research

Published on 13 Jun 2023

A lifted Bregman formulation for the inversion of deep neural networks

in Mathematics of Computation and Data Science

Xiaoyu Wang
Martin Benning

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2023.1176850

5,773 views
1 citation

Editorial

Published on 25 May 2023

Editorial: Advances in data-driven approaches and modeling of complex systems

in Mathematics of Computation and Data Science

Mohd Hafiz Mohd
Tri Nguyen-Huu
Junpyo Park
Joel M. Addawe
Hirohide Haga

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2023.1215077

6,585 views

Mini Review

Published on 12 May 2023

Data augmentation using generative adversarial networks for images and biomarkers in medicine and neuroscience

in Mathematics of Computation and Data Science

Maizan Syamimi Meor Yahaya
Jason Teo

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2023.1162760

11,503 views
16 citations

Original Research

Published on 17 Apr 2023

The soft computing FFNN method for adjusting heteroscedasticity on the time series model of currency exchange rate

in Mathematics of Computation and Data Science

Dodi Devianto
Mutia Yollanda
Maiyastri Maiyastri
Ferra Yanuar

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2023.1045218

2,466 views
7 citations

Original Research

Published on 31 Mar 2023

Toward AI-designed innovation diffusion policies using agent-based simulations and reinforcement learning: The case of digital tool adoption in agriculture

in Mathematics of Computation and Data Science

Meritxell Vinyals
Regis Sabbadin
Stéphane Couture
Loïc Sadou
Rallou Thomopoulos
Kevin Chapuis
Baptiste Lesquoy
Patrick Taillandier

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2023.1000785

4,690 views
5 citations

Methods

Published on 17 Mar 2023

Unsupervised vessel trajectory reconstruction

in Mathematics of Computation and Data Science

Chih-Wei Chen
Hsin-Hsiung Huang

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2023.1124091

4,374 views
4 citations

Methods

Published on 08 Mar 2023

GPMatch: A Bayesian causal inference approach using Gaussian process covariance function as a matching tool

in Mathematics of Computation and Data Science

Bin Huang
Chen Chen
Jinzhong Liu
Siva Sivaganisan

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2023.1122114

6,675 views
4 citations

Original Research

Published on 28 Feb 2023

Vaccination and variants: A COVID-19 multi-strain model evolution for the Philippines

in Mathematics of Computation and Data Science

Harren J. Campos
Michelle N. Raza
Jayrold P. Arcede
Joey Genevieve T. Martinez
Randy L. Caga-anan

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2023.1029018

5,080 views
3 citations

Original Research

Published on 15 Feb 2023

Mathematical modeling and simulation of SEIR model for COVID-19 outbreak: A case study of Trivandrum

in Mathematics of Computation and Data Science

Aakash M
Gunasundari C
Qasem M. Al-Mdallal

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2023.1124897

15,220 views
22 citations

Original Research

Published on 25 Jan 2023

Early childhood learning analytics: A case study of Learning Jungle

in Mathematics of Computation and Data Science

Rui Liang
Hongmei Zhu
Grant Lawson
Zhao Lian
Yuqi Huang
Shengyuan Chen

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2022.1075653

5,624 views

Original Research

Published on 06 Jan 2023

Reduction of uncertainty using adaptive modeling under stochastic criteria of information content

in Mathematics of Computation and Data Science

Dmitry Anatolyevich Garanin
Nikita Sergeevich Lukashevich
Sergey Vladimirovich Efimenko
Igor Georgievich Chernorutsky
Sergey Evgenievich Barykin
Ruben Kazaryan
Vasilii Buniak
Alexander Parfenov

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2022.1092156

2,087 views
4 citations

Original Research

Published on 05 Dec 2022

The hybrid model of autoregressive integrated moving average and fuzzy time series Markov chain on long-memory data

in Mathematics of Computation and Data Science

Dodi Devianto
Kiki Ramadani
Maiyastri
Yudiantri Asdi
Mutia Yollanda

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2022.1045241

6,871 views
9 citations

Original Research

Published on 01 Dec 2022

Unearned premium risk and machine learning techniques

in Mathematics of Computation and Data Science

Vajira Manathunga
Danlei Zhu

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2022.1056529

8,449 views
4 citations

Review

Published on 01 Dec 2022

Handling multiple levels in agent-based models of complex socio-environmental systems: A comprehensive review

in Mathematics of Computation and Data Science

Arthur Brugière
Doanh Nguyen-Ngoc
Alexis Drogoul

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2022.1020353

10,044 views
14 citations

Original Research

Published on 07 Nov 2022

Cell-average based neural network method for third order and fifth order KdV type equations

in Mathematics of Computation and Data Science

Yongsheng Chen
Jue Yan
Xinghui Zhong

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2022.1021069

3,726 views
3 citations

Original Research

Published on 28 Oct 2022

Continuous Hyper-parameter OPtimization (CHOP) in an ensemble Kalman filter

in Mathematics of Computation and Data Science

Xiaodong Luo
Chuan-An Xia

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2022.1021551

3,067 views
4 citations

Editorial

Published on 23 Sep 2022

Editorial: High-performance tensor computations in scientific computing and data science

in Mathematics of Computation and Data Science

Edoardo Di Napoli
Paolo Bientinesi
Jiajia Li
André Uschmajew

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2022.1038885

2,944 views
2 citations

Original Research

Published on 07 Sep 2022

Local stability analysis of two density-dependent semelparous species in two age classes

in Mathematics of Computation and Data Science

Arjun Hasibuan
Asep K. Supriatna
Ema Carnia

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2022.953223

4,168 views
1 citation

Original Research

Published on 24 Aug 2022

A mathematical model of tuberculosis and COVID-19 coinfection with the effect of isolation and treatment

in Mathematics of Computation and Data Science

Fatuh Inayaturohmat
Nursanti Anggriani
Asep K. Supriatna

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2022.958081

9,807 views
22 citations

Original Research

Published on 27 Jul 2022

A survey of statistical methods for inequalities in access to healthcare—Kermanshah in West Iran

in Mathematics of Computation and Data Science

Sohyla Reshadat
Alireza Zangeneh
Arash Ziapour
Naser Farahmandmoghadam
Fatemeh Khosravi Shadmani
Raziyeh Teimouri
Shirin Zardui Golanbari
Samira Rostami

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2022.976930

4,212 views

179 articles

articles

Lp-Sampling recovery for non-compact subclasses of L∞

A combination of physics-informed neural networks with the fixed-stress splitting iteration for solving Biot's model

Stability and machine learning applications of persistent homology using the Delaunay-Rips complex

Fast and direct inversion methods for the multivariate nonequispaced fast Fourier transform

A lifted Bregman formulation for the inversion of deep neural networks

Editorial: Advances in data-driven approaches and modeling of complex systems

Data augmentation using generative adversarial networks for images and biomarkers in medicine and neuroscience

The soft computing FFNN method for adjusting heteroscedasticity on the time series model of currency exchange rate

Toward AI-designed innovation diffusion policies using agent-based simulations and reinforcement learning: The case of digital tool adoption in agriculture

Unsupervised vessel trajectory reconstruction

GPMatch: A Bayesian causal inference approach using Gaussian process covariance function as a matching tool

Vaccination and variants: A COVID-19 multi-strain model evolution for the Philippines

Mathematical modeling and simulation of SEIR model for COVID-19 outbreak: A case study of Trivandrum

Early childhood learning analytics: A case study of Learning Jungle

Reduction of uncertainty using adaptive modeling under stochastic criteria of information content

The hybrid model of autoregressive integrated moving average and fuzzy time series Markov chain on long-memory data

Unearned premium risk and machine learning techniques

Handling multiple levels in agent-based models of complex socio-environmental systems: A comprehensive review

Cell-average based neural network method for third order and fifth order KdV type equations

Continuous Hyper-parameter OPtimization (CHOP) in an ensemble Kalman filter

Editorial: High-performance tensor computations in scientific computing and data science

Local stability analysis of two density-dependent semelparous species in two age classes

A mathematical model of tuberculosis and COVID-19 coinfection with the effect of isolation and treatment

A survey of statistical methods for inequalities in access to healthcare—Kermanshah in West Iran