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Computation, Volume 12, Issue 2

2024 February - 19 articles

Cover Story: The construction of accurate surrogates operating in high-dimensional spaces needs advanced sampling strategies enabling active learning to ensure high accuracy while reducing the samples involved in the design of experiments. Here, the Fisher information matrix is combined with the sparse proper generalized decomposition to define a new active learning informativeness criterion in high dimensions. View this paper
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Articles (19)

  • Article
  • Open Access
3 Citations
2,571 Views
11 Pages

The propagation of detonation waves (i.e., supersonic combustion waves) in non-uniform gaseous mixtures has become a matter of interest over the past several years due to the development of rotating detonation engines. It was shown in a number of rec...

(This article belongs to the Special Issue Recent Advances in Numerical Simulation of Compressible Flows)
  • Article
  • Open Access
17 Citations
23,191 Views
13 Pages

Injury Patterns and Impact on Performance in the NBA League Using Sports Analytics

  • Vangelis Sarlis,
  • George Papageorgiou and
  • Christos Tjortjis

This research paper examines Sports Analytics, focusing on injury patterns in the National Basketball Association (NBA) and their impact on players’ performance. It employs a unique dataset to identify common NBA injuries, determine the most af...

(This article belongs to the Special Issue 10th Anniversary of Computation—Computational Engineering)
  • Article
  • Open Access
16 Citations
5,283 Views
29 Pages

Topology Optimization and Efficiency Evaluation of Short-Fiber-Reinforced Composite Structures Considering Anisotropy

  • Evgenii Kurkin,
  • Oscar Ulises Espinosa Barcenas,
  • Evgenii Kishov and
  • Oleg Lukyanov

The current study aims to develop a methodology for obtaining topology-optimal structures made of short fiber-reinforced polymers. Each iteration of topology optimization involves two consecutive steps: the first is a simulation of the injection mold...

(This article belongs to the Section Computational Engineering)
  • Article
  • Open Access
4 Citations
2,805 Views
15 Pages

We derive a reaction–diffusion model with time-delayed nonlocal effects to study an epidemic’s spatial spread numerically. The model describes infected individuals in the latent period using a structured model with diffusion. The epidemic...

  • Article
  • Open Access
19 Citations
3,936 Views
14 Pages

A 16 × 16 Patch-Based Deep Learning Model for the Early Prognosis of Monkeypox from Skin Color Images

  • Muhammad Asad Arshed,
  • Hafiz Abdul Rehman,
  • Saeed Ahmed,
  • Christine Dewi and
  • Henoch Juli Christanto

The DNA virus responsible for monkeypox, transmitted from animals to humans, exhibits two distinct genetic lineages in central and eastern Africa. Beyond the zoonotic transmission involving direct contact with the infected animals’ bodily fluid...

(This article belongs to the Section Computational Engineering)
  • Article
  • Open Access
9 Citations
5,411 Views
17 Pages

Accelerating Multiple Sequence Alignments Using Parallel Computing

  • Qanita Bani Baker,
  • Ruba A. Al-Hussien and
  • Mahmoud Al-Ayyoub

Multiple sequence alignment (MSA) stands as a critical tool for understanding the evolutionary and functional relationships among biological sequences. Obtaining an exact solution for MSA, termed exact-MSA, is a significant challenge due to the combi...

(This article belongs to the Special Issue 10th Anniversary of Computation—Computational Engineering)
  • Article
  • Open Access
1 Citations
3,044 Views
25 Pages

Engineers have consistently prioritized the maintenance of structural serviceability and safety. Recent strides in design codes, computational tools, and Structural Health Monitoring (SHM) have sought to address these concerns. On the other hand, the...

(This article belongs to the Special Issue Computational Methods in Structural Engineering)
  • Article
  • Open Access
10 Citations
4,847 Views
19 Pages

Geometric Loci and ChatGPT: Caveat Emptor!

  • Francisco Botana and
  • Tomas Recio

We compare the performance of two systems, ChatGPT 3.5 and GeoGebra 5, in a restricted, but quite relevant, benchmark from the realm of classical geometry: the determination of geometric loci, focusing, in particular, on the computation of envelopes...

  • Article
  • Open Access
2 Citations
4,058 Views
23 Pages

Accurate Liquid Level Measurement with Minimal Error: A Chaotic Observer Approach

  • Vighnesh Shenoy,
  • Prathvi Shenoy and
  • Santhosh Krishnan Venkata

This paper delves into precisely measuring liquid levels using a specific methodology with diverse real-world applications such as process optimization, quality control, fault detection and diagnosis, etc. It demonstrates the process of liquid level...

  • Article
  • Open Access
25 Citations
9,383 Views
29 Pages

The work presented in this paper makes multiple scientific contributions with a specific focus on the analysis of misinformation about COVID-19 on YouTube. First, the results of topic modeling performed on the video descriptions of YouTube videos con...

(This article belongs to the Section Computational Engineering)
  • Article
  • Open Access
13 Citations
5,907 Views
21 Pages

Fused-Deposition Modeling (FDM) is a commonly used 3D printing method for rapid prototyping and the fabrication of plastic components. The history of temperature variation during the FDM process plays a crucial role in the degree of bonding between l...

(This article belongs to the Special Issue 10th Anniversary of Computation—Computational Engineering)
  • Article
  • Open Access
2 Citations
4,494 Views
13 Pages

Mathematical Modeling of Cell Growth via Inverse Problem and Computational Approach

  • Ivanna Andrusyak,
  • Oksana Brodyak,
  • Petro Pukach and
  • Myroslava Vovk

A simple cell population growth model is proposed, where cells are assumed to have a physiological structure (e.g., a model describing cancer cell maturation, where cells are structured by maturation stage, size, or mass). The main question is whethe...

(This article belongs to the Special Issue 10th Anniversary of Computation—Computational Biology)
  • Article
  • Open Access
2 Citations
5,618 Views
15 Pages

Closed-loop pipe systems allow the possibility of the flow of gas from both directions across each route, ensuring supply continuity in the event of a failure at one point, but their main shortcoming is in the necessity to model them using iterative...

(This article belongs to the Special Issue 10th Anniversary of Computation—Computational Engineering)
  • Article
  • Open Access
11 Citations
5,241 Views
17 Pages

Data Augmentation for Regression Machine Learning Problems in High Dimensions

  • Clara Guilhaumon,
  • Nicolas Hascoët,
  • Francisco Chinesta,
  • Marc Lavarde and
  • Fatima Daim

Machine learning approaches are currently used to understand or model complex physical systems. In general, a substantial number of samples must be collected to create a model with reliable results. However, collecting numerous data is often relative...

(This article belongs to the Section Computational Engineering)
  • Article
  • Open Access
2 Citations
2,432 Views
17 Pages

Exploring Controlled Passive Particle Motion Driven by Point Vortices on a Sphere

  • Carlos Balsa,
  • M. Victoria Otero-Espinar and
  • Sílvio Gama

This work focuses on optimizing the displacement of a passive particle interacting with vortices located on the surface of a sphere. The goal is to minimize the energy expended during the displacement within a fixed time. The modeling of particle dyn...

(This article belongs to the Special Issue 10th Anniversary of Computation—Computational Engineering)
  • Article
  • Open Access
3 Citations
4,028 Views
23 Pages

Maxwell’s True Current

  • Robert S. Eisenberg

Maxwell defined a ‘true’ or ‘total’ current in a way not widely used today. He said that “… true electric current … is not the same thing as the current of conduction but that the time-variation of the elec...

(This article belongs to the Special Issue 10th Anniversary of Computation—Computational Engineering)
  • Review
  • Open Access
20 Citations
8,842 Views
16 Pages

Cardiac arrhythmias, characterized by deviations from the normal rhythmic contractions of the heart, pose a formidable diagnostic challenge. Early and accurate detection remains an integral component of effective diagnosis, informing critical decisio...

(This article belongs to the Special Issue Graph Theory and Its Applications in Computing)
  • Article
  • Open Access
2,731 Views
19 Pages

This research proposes a new variant of Nowak and Sigmund’s indirect reciprocity model focused on agents’ individualism, which means that an agent strengthens its profile to the extent to which it makes a profit; this is using agent-based...

(This article belongs to the Special Issue Computational Social Science and Complex Systems)
  • Article
  • Open Access
18 Citations
6,519 Views
22 Pages

With the rapid development in technology in recent years, the use of cameras and the production of video and image data have similarly increased. Therefore, there is a great need to develop and improve video surveillance techniques to their maximum e...

(This article belongs to the Section Computational Engineering)
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Computation - ISSN 2079-3197