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Systems, Volume 13, Issue 11

November 2025 - 115 articles

Cover Story: Generative artificial intelligence (GenAI) presents a contradiction: teaching cutting-edge tools while deepening disciplinary knowledge. This case study of a systems engineering seminar applied an integrated, ASIT-inspired solution. Students engaged in a GenAI-assisted drone design challenge. The study hypothesized that GenAI engagement improves proficiency (H1) and strengthens disciplinary understanding (H2). The evidence strongly supports both findings. GenAI enabled time-prohibitive project-based learning tasks, allowing students to internalize advanced material through application. Students progressed to sophisticated skills, including building custom GenAI tools for specialized MBSE modeling. Integrating GenAI serves as a valuable aid in developing engineering skills, creativity, and critical thinking, providing an "antifragile" model for engineering education. View this paper
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Articles (115)

  • Article
  • Open Access
493 Views
35 Pages

20 November 2025

The trade-in service can enhance product sales and increase consumer loyalty; however, heterogeneity in consumer quality preferences significantly influences the provision and implementation of trade-in activities. By constructing a dynamic dual-supp...

  • Article
  • Open Access
251 Views
19 Pages

Beyond Physical Barriers: The Perception of Accessibility as the Main Driver of User Satisfaction in the Valparaíso Railway System

  • Daniel Vega,
  • Sebastian Seriani,
  • José Antonio Tello,
  • Vicente Aprigliano,
  • Alvaro Peña,
  • Ivan Bastias and
  • Cristian Alejandro Muñoz

20 November 2025

This study examines the influence of perceived inclusion and accessibility dimensions on user satisfaction within the Valparaíso Metro system in Chile. The research focuses on a quantitative survey conducted with 192 regular passengers along t...

  • Article
  • Open Access
644 Views
21 Pages

Sustainability-Related Rural Credit Policy Implementation and Effectiveness in Brazil

  • Arone Alves,
  • José Eustáquio Ribeiro Vieira Filho and
  • Manuel Castelo Branco

19 November 2025

This study examines Brazil’s rural credit policy from four perspectives: productive sustainability, credit financing, regulatory impact, and strategic policies. It is an exploratory study based on qualitative analysis through in-depth, semi-str...

  • Article
  • Open Access
790 Views
13 Pages

19 November 2025

Graph Convolutional Networks (GCNs) have become a widely used framework for learning from graph-structured data due to their efficiency and performance in tasks such as node classification and link prediction. However, conventional GCNs are limited b...

  • Article
  • Open Access
440 Views
27 Pages

Veteran Suicide Prevention in the USA: Evaluating Strategies and Outcomes Within Face the Fight

  • Karim J. Chichakly,
  • Katherine A. Dondanville,
  • Brooke A. Fina,
  • Hannah C. Tyler and
  • David C. Rozek

19 November 2025

Veteran suicide remains a critical public health crisis in the United States, with rates nearly twice those of the general population. Addressing this challenge requires multiple evidence-based interventions across settings. This paper presents a sys...

  • Article
  • Open Access
803 Views
27 Pages

19 November 2025

Major events and external uncertainty shocks have made energy risk connectedness increasingly complex. This paper applies a LASSO-regularized VAR combined with the Diebold-Yilmaz connectedness framework (LASSO-VAR-DY) to trace how China’s energ...

  • Article
  • Open Access
273 Views
19 Pages

Trajectory Prediction for Powered Two-Wheelers in Mixed Traffic Scenes: An Enhanced Social-GAT Approach

  • Longxin Zeng,
  • Fujian Chen,
  • Jiangfeng Li,
  • Haiquan Wang,
  • Yujie Li and
  • Zhongyi Zhai

19 November 2025

In mixed traffic scenarios involving both motorized and non-motorized participants, accurately predicting future trajectories of surrounding vehicles remains a major challenge for autonomous driving. Predicting the motion of powered two-wheelers (PTW...

  • Article
  • Open Access
343 Views
27 Pages

19 November 2025

Gulf Cooperation Council (GCC) economies are investing heavily in digital infrastructure to diversify beyond hydrocarbons, yet the productivity returns from these investments remain uncertain. This study examines whether digital adoption enhances lab...

  • Article
  • Open Access
385 Views
28 Pages

19 November 2025

Despite the underdeveloped formal institutional system in China’s capital market, the venture capital (VC) industry has continued to grow rapidly, exhibiting a clear trend of network formation. To better understand the formation of VC networks,...

  • Article
  • Open Access
443 Views
21 Pages

19 November 2025

Though recommendation systems can help users save time while shopping online, their performance is significantly limited by sparse user data and the inability to capture temporal dynamics of user preferences, such as interest forgetting and topic evo...

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Systems - ISSN 2079-8954