Mathematical and Computational Applications | Selected Papers from the Editor’s Choice Articles in 2022

We are pleased to announce the Editor’s Choice Articles of Mathematical and Computational Applications (MCA, ISSN: 2297-8747) published in 2022. After an evaluation by our Board Members Guillermo Valencia-Palomo and Zhenli Xu, the following twelve articles have been selected.

1. “Predictive Maintenance in the Automotive Sector: A Literature Review”
   by Fabio Arena, Mario Collotta, Liliana Luca, Marianna Ruggieri and Francesco Gaetano Termine
   Math. Comput. Appl. 2022, 27(1), 2; https://doi.org/10.3390/mca27010002
   Available online: https://www.mdpi.com/2297-8747/27/1/2
2. “AutoML for Feature Selection and Model Tuning Applied to Fault Severity Diagnosis in Spur Gearboxes”
   by Mariela Cerrada, Leonardo Trujillo, Daniel E. Hernández, Horacio A. Correa Zevallos, Jean Carlo Macancela, Diego Cabrera and René Vinicio Sánchez
   Math. Comput. Appl. 2022, 27(1), 6; https://doi.org/10.3390/mca27010006
   Available online: https://www.mdpi.com/2297-8747/27/1/6
3. “Multi-Physics Inverse Homogenization for the Design of Innovative Cellular Materials: Application to Thermo-Elastic Problems”
   by Matteo Gavazzoni, Nicola Ferro, Simona Perotto and Stefano Foletti
   Math. Comput. Appl. 2022, 27(1), 15; https://doi.org/10.3390/mca27010015
   Available online: https://www.mdpi.com/2297-8747/27/1/15
4. “Attention Measurement of an Autism Spectrum Disorder User Using EEG Signals: A Case Study”
   by José Jaime Esqueda-Elizondo, Reyes Juárez-Ramírez, Oscar Roberto López-Bonilla, Enrique Efrén García-Guerrero, Gilberto Manuel Galindo-Aldana, Laura Jiménez-Beristáin, Alejandra Serrano-Trujillo, Esteban Tlelo-Cuautle and Everardo Inzunza-González
   Math. Comput. Appl. 2022, 27(2), 21; https://doi.org/10.3390/mca27020021
   Available online: https://www.mdpi.com/2297-8747/27/2/21
5. “Evaluation of Machine Learning Algorithms for Early Diagnosis of Deep Venous Thrombosis”
   by Eduardo Enrique Contreras-Luján, Enrique Efrén García-Guerrero, Oscar Roberto López-Bonilla, Esteban Tlelo-Cuautle, Didier López-Mancilla and Everardo Inzunza-González
   Math. Comput. Appl. 2022, 27(2), 24; https://doi.org/10.3390/mca27020024
   Available online: https://www.mdpi.com/2297-8747/27/2/24
6. “Reduced Order Modeling Using Advection-Aware Autoencoders”
   by Sourav Dutta, Peter Rivera-Casillas, Brent Styles and Matthew W. Farthing
   Math. Comput. Appl. 2022, 27(3), 34; https://doi.org/10.3390/mca27030034
   Available online: https://www.mdpi.com/2297-8747/27/3/34
7. “Can DtN and GenEO Coarse Spaces Be Sufficiently Robust for Heterogeneous Helmholtz Problems?”
   by Niall Bootland and Victorita Dolean
   Math. Comput. Appl. 2022, 27(3), 35; https://doi.org/10.3390/mca27030035
   Available online: https://www.mdpi.com/2297-8747/27/3/35
8. “A Trust Region Reduced Basis Pascoletti-Serafini Algorithm for Multi-Objective PDE-Constrained Parameter Optimization”
   by Stefan Banholzer, Luca Mechelli and Stefan Volkwein
   Math. Comput. Appl. 2022, 27(3), 39; https://doi.org/10.3390/mca27030039
   Available online: https://www.mdpi.com/2297-8747/27/3/39
9. “On the Use of High-Order Shape Functions in the SAFE Method and Their Performance in Wave Propagation Problems”
   by Elyas Mirzaee Kakhki, Jalil Rezaeepazhand, Fabian Duvigneau, Lotfollah Pahlavan, Resam Makvandi, Daniel Juhre, Majid Moavenian and Sascha Eisenträger
   Math. Comput. Appl. 2022, 27(4), 63; https://doi.org/10.3390/mca27040063
   Available online: https://www.mdpi.com/2297-8747/27/4/63
10. “A Review of Artificial Intelligence and Machine Learning for Incident Detectors in Road Transport Systems”
    by Samuel Olugbade, Stephen Ojo, Agbotiname Lucky Imoize, Joseph Isabona and Mathew O. Alaba
    Math. Comput. Appl. 2022, 27(5), 77; https://doi.org/10.3390/mca27050077
    Available online: https://www.mdpi.com/2297-8747/27/5/77
11. “Comparison of Two Aspects of a PDE Model for Biological Network Formation”
    by Clarissa Astuto, Daniele Boffi, Jan Haskovec, Peter Markowich and Giovanni Russo
    Math. Comput. Appl. 2022, 27(5), 87; https://doi.org/10.3390/mca27050087
    Available online: https://www.mdpi.com/2297-8747/27/5/87
12. “Is NSGA-II Ready for Large-Scale Multi-Objective Optimization?”
    by Antonio J. Nebro, Jesús Galeano-Brajones, Francisco Luna and Carlos A. Coello Coello
    Math. Comput. Appl. 2022, 27(6), 103; https://doi.org/10.3390/mca27060103
    Available online: https://www.mdpi.com/2297-8747/27/6/103